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Signal for Help

The Signal for Help is a discreet, one-handed nonverbal gesture developed to allow individuals experiencing gender-based violence or immediate threat to silently alert observers for assistance, especially over video calls where verbal communication may be unsafe or monitored.^[1] Originating in April 2020 from the Canadian Women’s Foundation in response to surging reports of intimate partner violence during COVID-19 lockdowns that confined victims with abusers, the signal was crafted as a traceless alternative to spoken pleas, consulting the Deaf community to avoid overlap with American Sign Language.^[1]^[2] To perform it, one raises the hand palm facing outward, tucks the thumb into the palm, and folds the four fingers over the thumb—symbolizing entrapment—before optionally releasing by extending the fingers to expose the palm, a motion visible yet innocuous in casual contexts.^[1]^[3] Rapidly disseminated via social media platforms like TikTok, it has achieved global recognition in nearly 50 countries and 20 languages, with surveys indicating 40% awareness among Canadians and 10% having witnessed or employed it, alongside anecdotal evidence of aiding escapes from trafficking or abuse scenarios.^[1]^[3] While lacking large-scale empirical validation of efficacy, its adoption by networks spanning women's funds and victim services underscores a practical tool for crisis signaling, though risks persist if perpetrators recognize the gesture.^[1]

Description

Gesture Mechanics

The Signal for Help consists of a single, continuous one-handed motion designed for discreet use, particularly during video calls or in-person interactions. To perform it, an individual raises one hand with the palm facing outward toward the observer, tucks the thumb into the palm, and folds the four fingers down over the thumb to enclose it, creating the appearance of the thumb being trapped.^[4]^[5] This sequence mimics a natural hand adjustment, such as waving or gesturing, allowing it to blend into everyday movements while remaining recognizable to those trained in the signal.^[6] The mechanics emphasize simplicity and speed, requiring no verbal communication or digital trace, which facilitates its use in coercive environments where overt pleas for assistance might provoke retaliation.^[7] The enclosing of the thumb symbolizes entrapment, visually representing the performer's sense of confinement in abusive situations, a deliberate design choice to convey urgency without ambiguity to alert observers.^[8] Standardized across promoting organizations since its inception in April 2020, the gesture avoids static poses, instead relying on the fluid tuck-and-fold action to distinguish intentional signaling from accidental fist-making.^[1]^[4]

Intended Purpose and Contexts

The Signal for Help is designed as a discreet, single-handed gesture enabling individuals to silently alert others that they require safe intervention, particularly when verbal communication is unsafe or impossible.^[1] It was created to assist victims of domestic violence who may be under surveillance by an abuser during interactions such as video calls.^[3] The gesture specifically targets situations where the person feels threatened but cannot openly express distress, prompting observers to check in privately without immediate confrontation.^[9] Primarily intended for those experiencing intimate partner or family violence, the signal addresses heightened risks during periods of isolation, such as COVID-19 lockdowns, when domestic abuse reports surged due to cohabitation stresses.^[2] Organizations promoting it emphasize its role in gender-based violence contexts, where victims—often women—need a non-verbal cue to signal entrapment or danger.^[10] While originating in domestic settings, the gesture has broader applicability to any scenario involving perceived threats, including being followed in public or coercive situations beyond familial abuse.^[11]^[7] In practice, contexts include remote communications like Zoom meetings or social media videos, where the signal can be flashed subtly to friends, family, or professionals.^[12] It is also used in-person during encounters with authorities or bystanders, such as when a victim signals police from behind an abuser's back.^[13] Adoption by institutions like women's shelters and hotlines underscores its utility in emergency protocols, though effectiveness relies on observer recognition and appropriate response training.^[1]

Origins and Development

Creation During COVID-19 Lockdowns

The Signal for Help gesture emerged in response to a surge in domestic violence reports during the early stages of COVID-19 lockdowns, which confined many victims with abusers and limited access to external support networks. In Canada, where the gesture originated, authorities documented a 17% increase in domestic violence calls to police in the initial weeks of restrictions beginning March 2020, alongside broader global trends of elevated abuse linked to isolation measures.^[14] The Canadian Women's Foundation, a nonprofit focused on addressing violence against women, developed the signal as a covert, one-handed mechanism for video interactions, which proliferated under stay-at-home orders. Introduced publicly on April 14, 2020, the gesture involves displaying an open palm facing the camera, tucking the thumb into the palm, and folding the four fingers over to trap it, symbolizing a plea for safe outreach without verbal or digital alerts that could provoke retaliation. This design prioritized simplicity and deniability, allowing performers to pass it off as innocuous if observed by an abuser.^[1]^[3] Creation involved collaboration with advertising agency TBWA\Toronto, tasked with countering the "shadow pandemic" of abuse amid reduced in-person services like shelters, which saw occupancy strains from lockdown protocols. The foundation drew on empirical data from partners, including hotlines reporting doubled inquiries, to ensure the signal addressed real-time barriers such as monitored communications and fear of escalation. Unlike prior awareness campaigns reliant on spoken codes, this visual cue was engineered for universal applicability across languages and literacy levels, with initial testing emphasizing its unobtrusiveness in domestic settings.^[2]^[14]

Initial Design and Rationale

The Signal for Help was developed by the Toronto-based advertising agency TBWA\Toronto in collaboration with the Canadian Women's Foundation and introduced on April 14, 2020.^[2] This one-handed gesture involves raising the palm facing outward toward a camera or observer, tucking the thumb into the palm, and then folding the four fingers down over the thumb in a continuous motion.^[2]^[15] The design prioritized simplicity and discretion to enable individuals experiencing domestic violence to silently request intervention without alerting an abuser, particularly during the heightened isolation of COVID-19 lockdowns when video calls became a primary communication method.^[1]^[2] The continuous movement aspect was intentional to enhance visibility over digital platforms like Zoom or TikTok, distinguishing it from static poses that might blend into everyday hand gestures, while remaining untraceable if performed briefly.^[2] This approach addressed the surge in reported domestic abuse cases amid stay-at-home orders, providing a non-verbal cue that could prompt safe check-ins from viewers.^[16] Rationale for the gesture's form drew from the symbolism of a trapped hand—thumb enclosed by fingers—to intuitively convey restraint or danger, making it memorable and interpretable without prior instruction.^[15] Developers aimed for universality across cultures and ease of execution by anyone, regardless of physical ability, while ensuring it could be done unilaterally to avoid requiring both hands, which might arouse suspicion in coercive situations.^[2] The initiative responded directly to data indicating a 20-30% increase in domestic violence helpline calls early in the pandemic, underscoring the need for accessible signaling tools in virtual interactions.^[17]

Promotion and Adoption

Early Campaigns and Partnerships

The Signal for Help was launched in April 2020 by the Canadian Women's Foundation, a Toronto-based organization focused on addressing gender-based violence, in direct response to heightened risks during COVID-19 lockdowns and the increased reliance on video communications.^[1] The gesture was co-developed with input from intimate partner violence advocates and service providers to ensure practicality and cultural sensitivity, including consultations with the Deaf community to avoid unintended conflicts with sign language.^[3] Key early partnerships centered on the Women's Funding Network, a U.S.-based alliance of women's funds, which announced the initiative on April 28, 2020, as an online program to aid those trapped with abusers.^[18] This collaboration leveraged the network's connections across nearly all 50 U.S. states, Puerto Rico, and initial international outposts to disseminate the signal through trusted advocacy channels.^[3] Funding support came from Women and Gender Equality Canada, enabling rapid rollout without leaving digital traces that could endanger users.^[1] Initial campaigns emphasized the #SignalForHelp hashtag for social media awareness, promoting the gesture as a silent, one-handed alert for video calls to prompt safe check-ins from observers.^[3] These efforts prioritized education for both potential victims and bystanders, with early materials distributed via nonprofit networks rather than broad advertising, focusing on service providers and community groups to build recognition amid isolation measures.^[1] By mid-2020, the campaign had begun translating resources into multiple languages, laying groundwork for wider adoption while attributing its design to empirical concerns over documented spikes in domestic violence reports during the pandemic.^[18]

International Spread and Recognition

The Signal for Help, initially developed by the Canadian Women's Foundation in April 2020, rapidly expanded beyond North America through partnerships with international women's networks and viral dissemination on social media platforms like TikTok. By late 2020, the Women's Funding Network (WFN), a global alliance of women's funds, adopted and promoted the gesture as a universal tool amid rising domestic violence reports during COVID-19 lockdowns, facilitating its translation into multiple languages and adaptation by affiliates in over 170 countries.^[3]^[18] This international traction was amplified by endorsements from advocacy groups and public awareness campaigns, leading to widespread recognition as a discreet distress indicator in video communications. For instance, in the United Kingdom, healthcare provider Livi integrated the signal into patient safety protocols in November 2024, training staff to identify it during virtual consultations to prompt welfare checks without alerting potential abusers.^[19] Similarly, organizations in Europe, such as those under EU partnerships, highlighted it in 2024 campaigns as an "International Hand Sign for Help" for at-risk individuals facing violence.^[20] By 2021, peer-reviewed analyses described the gesture as "internationally recognized," enabling victims of domestic violence to signal help covertly across borders, with adoption by entities like the World Bank for staff training on abuse prevention.^[10]^[21] Its global reach extended to nearly every country by mid-decade, supported by responder training resources that emphasized safe intervention protocols, though formal governmental mandates remained limited to voluntary integrations in social services and law enforcement guidelines.^[15]^[6]

Usage and Notable Cases

Documented Rescues and Interventions

A 16-year-old girl reported missing from Asheville, North Carolina, on November 2, 2021, was rescued on November 4, 2021, in Laurel County, Kentucky, after using the Signal for Help gesture while in a vehicle with her abductor. A motorist observed the girl performing the gesture—tucking her thumb into her palm and closing her fingers over it—during an encounter on the road and recognized it from TikTok videos promoting the signal. The motorist called 911, followed the vehicle until police arrived, and provided a description that facilitated the arrest of 61-year-old James Herbert Brick on charges of unlawful imprisonment in the first degree and possession of matter portraying a sexual performance by a minor. The girl was safely recovered without injury, and authorities credited the gesture with enabling her rescue.^[22]^[14]^[23] In a domestic violence incident on September 1, 2025, a woman in Alhambra, California, used hand signals behind her back at a 7-Eleven store to alert a bystander that she was in danger from her abuser. The signals matched the mechanics of the Signal for Help, prompting the bystander to call police while the woman and suspect remained in the store. Officers arrived, separated the pair, and arrested 32-year-old Jonathan Jimenez on suspicion of domestic violence, including corporal injury to a spouse or cohabitant; he was held on $50,000 bail. The victim confirmed the abuse to investigators, and the case highlighted bystander intervention enabled by recognition of the gesture.^[24]^[25]^[26] These cases represent publicly documented instances where the Signal for Help directly prompted intervention by civilians and law enforcement, though aggregate statistics on total rescues remain unavailable due to the private nature of many domestic abuse reports and varying documentation practices across jurisdictions. No peer-reviewed studies or official tallies from organizations like the Canadian Women's Foundation quantify successful interventions as of 2025, with evidence limited to anecdotal news reports of individual outcomes.^[27]

Integration into Protocols

The Signal for Help gesture has been incorporated into response protocols across multiple sectors to enable discreet identification of individuals experiencing abuse, particularly in remote or in-person interactions where verbal disclosure may be unsafe. In healthcare settings, telehealth providers such as Livi in the United Kingdom have integrated recognition training for general practitioners, instructing them to respond to the signal by privately inquiring about safety and offering resources without alerting potential abusers during virtual consultations.^[19] Similarly, the U.S. Department of Veterans Affairs has promoted the gesture within its staff protocols for patient interactions, encouraging its use in situations involving perceived threats or coercion, with guidance disseminated through official communications to enhance vigilance among healthcare workers serving veterans.^[7] In education, the gesture features in awareness protocols for school staff, where training emphasizes monitoring for its use among students during video calls or classroom settings to prompt immediate welfare checks and referrals to counseling services.^[28] Law enforcement and social service training modules, such as those developed under European Union-funded initiatives like IMPRODOVA, include the signal in communication protocols for domestic violence cases, advising officers to interpret it as a non-verbal cue for escalation, such as separate interviewing or welfare assessments during encounters.^[29] Public health organizations and hotlines have embedded the signal into broader intervention frameworks; for instance, the National Domestic Violence Hotline in the United States references it in safety planning resources, directing advocates to advise callers on its application and to prioritize de-escalation if observed in real-time interactions.^[30] These integrations typically involve standardized response steps: confirming the signal privately, avoiding confrontation in the presence of others, and connecting the individual to emergency services or shelters, though implementation varies by jurisdiction and relies on voluntary adoption rather than universal mandates.^[31]

Effectiveness and Impact

Empirical Evidence of Utility

The Signal for Help gesture has demonstrated utility in isolated but verifiable rescue scenarios, providing direct evidence of its role in enabling discreet distress signaling. In November 2021, a 16-year-old girl abducted in North Carolina was rescued after performing the gesture during a traffic stop, alerting Kentucky police to her situation and leading to her safe recovery.^[32]^[23] Similar interventions occurred in other reported cases, including a missing teen's rescue facilitated by the signal learned via social media, underscoring its practical application beyond initial domestic violence contexts.^[14]^[33] These instances represent anecdotal empirical evidence rather than systematic evaluation, with at least three known successful uses by late 2021, though comprehensive tracking of outcomes remains limited.^[33] No large-scale studies quantify overall rescue rates or long-term impact on domestic violence reporting, but the gesture's adoption—evidenced by over 56,000 individuals trained as responders by organizations like the Canadian Women's Foundation—suggests heightened awareness contributing to potential preventive effects.^[34] Technical evaluations, such as AI-based detection frameworks, report high recognition accuracy in controlled settings (e.g., over 90% in some convolutional neural network models), supporting scalability for automated monitoring, though real-world deployment data is nascent.^[10] Broader integration into protocols, including by law enforcement and healthcare providers, implies perceived utility, yet empirical validation relies on case-specific outcomes amid rising calls for rigorous impact assessments to measure against baseline domestic violence intervention rates.^[35]^[36]

Broader Context of Domestic Violence Statistics

Data from the Centers for Disease Control and Prevention's National Intimate Partner and Sexual Violence Survey (NISVS) indicate that approximately 41% of women and 26% of men in the United States have experienced contact sexual violence, physical violence, and/or stalking by an intimate partner at some point in their lifetime.^[37] Lifetime prevalence of severe physical violence by an intimate partner, which includes being slapped, pushed, or hit, stands at around 22.3% for women and 14.1% for men, with injuries resulting from such violence reported by 14.8% of women and 4% of men.^[38] Peer-reviewed analyses reveal gender differences in perpetration and outcomes: while bidirectional violence is common, with reciprocal aggression occurring in up to 50% of cases, unidirectional violence is perpetrated by women at roughly twice the rate of men (30% versus 16%), though severe assaults leading to injury disproportionately affect female victims.^[39]^[40] These patterns hold in meta-analyses of risk factors, where similarities in predictors like prior victimization outweigh differences, but female-perpetrated violence often predicts female victimization.^[41] The COVID-19 lockdowns exacerbated intimate partner violence, with multiple studies documenting increases tied to stay-at-home orders and economic stressors.^[42] United Nations reports highlight a "shadow pandemic," with helpline calls rising 20-30% in countries like France, Cyprus, and Singapore, and up to 50% in some regions like Latin America, though global data varies due to reporting inconsistencies.^[43] In the United States, domestic violence hotline contacts surged in early 2020, correlating with isolation measures that heightened risk for victims unable to seek external help.^[44] Pre-pandemic global estimates from the World Health Organization already pegged lifetime physical or sexual intimate partner violence at 30% for women, underscoring the baseline prevalence that intensified under confinement.^[45] Underreporting remains a critical barrier to accurate assessment, with only about 50% of intimate partner violence victims contacting police, and rates even lower for non-physical or male victims due to stigma and fear of disbelief.^[46] Victimization surveys suggest that while aggravated domestic violence sees higher reporting (around 70%), milder or bidirectional incidents are vastly undercounted, potentially masking symmetric perpetration patterns observed in conflict tactics scales.^[47] This invisibility amplifies the need for discreet signaling mechanisms, as many incidents occur in private without third-party witnesses.^[48]

Criticisms and Limitations

Risks of Misuse and False Positives

The viral promotion of the Signal for Help gesture has prompted concerns that its high visibility could enable abusers to recognize and counteract attempts by victims to deploy it, potentially resulting in retaliation or heightened control to prevent future signaling. The gesture's creator highlighted this downside, noting that widespread awareness, while aiding recognition by bystanders, risks abusers adapting to neutralize its utility, especially if victims test it unsuccessfully.^[49] This dynamic underscores a trade-off in covert signaling strategies: broader dissemination enhances potential rescues but erodes the element of surprise essential for discreet use against informed perpetrators. Misuse of the gesture for non-emergency purposes, such as pranks or attention-seeking on social media platforms like TikTok, has been observed, which could erode trust in authentic signals and strain response resources. Videos demonstrating "help hand sign pranks" illustrate how the gesture's simplicity lends itself to frivolous replication, potentially leading observers to dismiss genuine instances amid skepticism.^[50] Such casual appropriations dilute the signal's gravity, as casual users exploit its recognizability without facing consequences, though no large-scale data quantifies the prevalence or impact of these incidents. False positives arise from the gesture's resemblance to innocuous actions, like tucking a thumb into a palm during fidgeting, hand-warming, or forming a loose fist in everyday contexts such as conversations or physical activities, which might prompt unwarranted interventions. In machine learning systems designed to detect the signal automatically, false positive rates are documented in testing— for instance, convolutional neural networks trained on the gesture achieve varying precision, with errors from similar hand poses—but real-world human interpretations lack systematic empirical study.^[51] Over time, repeated false alarms could foster responder fatigue, reducing vigilance for verified cases, though no verified reports detail widespread operational disruptions from misinterpretations as of 2025.

Technological and Detection Concerns

The Signal for Help gesture depends on visual observation during video communications, rendering it ineffective in audio-only calls, scenarios with obscured hands (e.g., due to holding objects or off-camera positioning), or low-bandwidth connections that degrade video quality.^[52] Poor lighting, camera angles, or participant movement further complicate manual detection, as the gesture requires a clear view of the palm facing the viewer with fingers tucked except the thumb, held briefly across the chest.^[53] Efforts to automate detection via machine learning, such as lightweight convolutional neural networks (CNNs) for hand palm identification and gesture classification, aim to enable real-time alerts in video streams or unmanned systems, but these systems grapple with computational demands for edge devices and accuracy limitations in diverse environments.^[53]^[54] False positives can occur when innocuous gestures (e.g., waving or adjusting clothing) mimic the signal, while false negatives arise from variations in hand size, skin tone, or occlusion, potentially eroding trust in such tools.^[52] The gesture's originator has cautioned against embedding it in digital surveillance or AI-driven platforms, noting that abusers often monitor victims' devices through hacking, spyware, or shared accounts, which could flag signal attempts and provoke escalated violence during escape efforts—the most perilous phase of abuse.^[49] This integration risks transforming a discreet, ephemeral signal into a traceable digital footprint, exacerbating privacy invasions via constant video scanning or cloud processing.^[49] Such concerns underscore the tension between technological facilitation and unintended exposure in tech-facilitated abuse dynamics.^[55]

Gender and Applicability Debates

The Signal for Help is framed by its creators as a discreet tool applicable to anyone experiencing abuse or coercive control, including but not limited to domestic violence situations, without explicit gender restrictions in its core description.^[1] However, its origins with the Canadian Women's Foundation—an organization dedicated to addressing gender-based violence predominantly affecting women—have fueled debates about implicit gender targeting, as promotional contexts often emphasize female victims amid heightened risks like those during the COVID-19 pandemic.^[1] Critics in the domestic violence field argue that such initiatives, while nominally universal, reinforce a narrative prioritizing female victimization, potentially marginalizing male victims who face underreporting and stigma due to societal expectations of masculinity.^[56] Empirical data underscores gendered disparities in intimate partner violence (IPV) prevalence and severity, informing applicability discussions: globally, over 27% of ever-partnered women aged 15–49 have experienced physical or sexual IPV, compared to lower rates for men, with women suffering disproportionately higher injury rates from partner assaults.02664-7/fulltext) ^[57] In the U.S., lifetime partner assault rates stand at 23% for females versus 19.3% for males, though male victims encounter barriers like fewer tailored services and reluctance to seek help, exacerbating debates on whether signals like this adequately serve them without adaptations for male-specific dynamics, such as psychological control or bidirectional aggression.^[58] ^[59] Proponents of broader applicability contend the gesture's simplicity transcends gender, enabling recognition in video calls or public settings regardless of victim demographics, yet skeptics highlight systemic biases in IPV research and policy—often influenced by institutional foci on female perpetrators as outliers—that may limit its promotion and response protocols for men.^[60] These debates reflect causal realities of physical strength asymmetries in violence outcomes while cautioning against overgeneralization that ignores substantiated male victimization patterns.^[61]

Recent Developments

Post-2023 Applications and Incidents

In 2024 and 2025, the Signal for Help gesture has seen sustained application in real-world scenarios aimed at facilitating discreet interventions during suspected domestic violence encounters. The Canadian Women's Foundation, originator of the signal, updated its resources in August 2025 to include a free online responder mini-course, emphasizing bystander training for safe responses to the gesture without escalating risks to the signaler.^[1] This reflects ongoing integration into public awareness efforts, with the foundation also soliciting content creators in March 2025 to amplify its visibility through media and storytelling.^[62] A documented incident on September 1, 2025, in Alhambra, California, involved a woman using the gesture inside a 7-Eleven store while accompanied by a man later identified as a convicted felon. A witness recognized the signal—tucking the thumb into the palm and folding fingers over it—and called 911, leading police to separate the pair and arrest the man on suspicion of domestic violence after the woman confirmed abuse.^[25]^[26]^[63] Authorities credited the signal's recognition for enabling the intervention, highlighting its utility in public commercial settings post-pandemic.^[64] These applications demonstrate the gesture's evolution from lockdown-specific tool to a broader, enduring protocol, though specific rescue tallies remain anecdotal due to underreporting in domestic violence contexts. Local media coverage in October 2025 reiterated training for the signal amid rising awareness of gender-based violence indicators.^[65] No large-scale empirical data on post-2023 incidence rates has been published, but isolated cases like the Alhambra event affirm its practical deployment.

Ongoing Promotion Efforts

The Signal for Help continues to be promoted by nonprofit organizations focused on gender-based violence prevention, including the Canadian Women's Foundation and the Women's Funding Network, which maintain dedicated online resources and toolkits for public education as of August 2025.^[1]^[3] These efforts emphasize training bystanders to recognize the gesture and respond appropriately, with over 56,000 individuals registered as "Signal for Help Responders" committed to learning about abuse dynamics and survivor support protocols.^[34] Sustained awareness campaigns leverage media coverage of real-world applications, such as incidents in 2025 where the signal facilitated interventions, thereby reinforcing its visibility through news reports and social sharing.^[66]^[67] Local advocacy groups, including domestic violence support networks, integrate the signal into ongoing outreach, as evidenced by promotions in October 2025 highlighting its role in victim identification during routine interactions.^[68] Global dissemination persists through multilingual adaptations, enabling adoption across nearly every country via feminist networks and digital platforms, though promotion relies more on organic spread and periodic refreshers than large-scale new initiatives.^[3]^[69]

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[PDF] data say about the impact of the COVID-19 pandemic on reported ...
29 Some countries, such as Italy, Peru and Spain, reported an increase in the number of calls and/or reports of domestic violence following the introduction of.
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Mar 25, 2024 · Nearly 1 in 3, or 30%, of women have been subjected to physical and/or sexual violence by an intimate partner or non-partner sexual violence or both.
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Data says domestic violence incidents are down, but half ... - USAFacts
Data says domestic violence incidents are down, but half of all victims don't report to police · About a quarter of women experience intimate partner violence ...
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Toward a Better Estimate of Domestic Violence in America
Oct 15, 2024 · Victimization surveys indicate that about 70% of aggravated domestic violence incidents are reported to law enforcement authorities. Combining ...
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Domestic Violence - StatPearls - NCBI Bookshelf - NIH
In the United States, as many as one in four women and one in nine men are victims of domestic violence. Domestic violence is thought to be underreported.Introduction · Epidemiology · Pathophysiology · Evaluation
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The Signal for Help I Created Went Viral. Now It Could Be Misused
Oct 11, 2022 · In the case of Signal for Help, abusers might use the same AI mechanism designed for safety to alert them that the person they're hurting is ...Missing: documented rescues
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Help Hand Sign Prank | TikTok
Share this with everyone you know: if you see someone making the 'Cry for Help' signal (thumb in palm, fingers folded down), they may need assistance. original ...
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[PDF] Deep Learning Enhanced Hand Gesture Recognition for Efficient ...
True Positive + False Positive. Recall ... Hyndman, “Using cnn and tensorflow to recognise 'signal for help'hand gestures,” in 2021 IEEE 12th Annual.
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Fighting for a future free from violence: A framework for real-time ...
We present a workflow for real-time detection of “Signal for Help” based on two lightweight CNN architectures, dedicated to hand palm detection and hand ...
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Fighting for a future free from violence: A framework for real-time ...
Jan 8, 2023 · We present a workflow for real-time detection of “Signal for Help” based on two lightweight CNN architectures, dedicated to hand palm detection and hand ...
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[PDF] Detecting the Signal For Help Gesture on Unmanned Autonomous ...
it with CCTV, smart cameras and other tools. Gesture recognition can also be used to help victims signal for help in silence and automatically alarm ...Missing: protocols | Show results with:protocols
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https://bcsth.ca/wp-content/uploads/2021/03/16.-BCSTH-Tech_Facilitated-Violence-BC-Anti_Violence-Workers-Survey-Report-2020_Final.pdf
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A tainted narrative: Gender bias and the hidden male victims of ...
Apr 27, 2022 · A tainted narrative: Gender bias and the hidden male victims of domestic abuse. SUBSCRIBE 27th April 2022Robert Wells, Director, Domestic Abuse ...
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[PDF] “Gender Symmetry” in Domestic Violence
Straus also understands that women, on average, suffer much more frequent and more severe injury (physical, economic, and psychological) than do men (see also ...
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Domestic Violence Facts and Statistics At A Glance
When severe aggression has been perpetrated (e.g., punching, kicking, using a weapon), rates of injury are much higher among female victims than male victims, ...Missing: meta | Show results with:meta
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Barriers to Men's Help Seeking for Intimate Partner Violence
Aug 25, 2021 · Evidence suggests that male victims of intimate partner violence (IPV) are less likely to seek help for their victimization than female victims.Missing: Signal | Show results with:Signal
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How gender bias in research and the use of misleading language ...
Sep 9, 2021 · An exclusive research focus on men's violence towards women along with the use of carelessly misleading language can be harmful to male victims of intimate ...
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Gender Differences Between Domestic Violent Men and Women
One of those studies by Henning and colleagues (2003) showed that women arrested for domestic violence are more likely than men to have previously attempted ...
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Become a Signal for Help Creator - Canadian Women's Foundation
Mar 21, 2025 · Engage employees, and build workplace support and safety by joining the 50000+ people across Canada who have become Signal for Help ...Missing: statistics | Show results with:statistics
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Witness at 7-eleven spots woman's signal for help: CA cops
Sep 1, 2025 · A person at a 7-Eleven in Alhambra, CA, saw a woman use a hand signal for help. After calling 911, police arrived, leading to an arrest of a ...
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Victim used hand signal to ask for help with escaping domestic ...
Sep 6, 2025 · Created by the Canadian Women's Foundation in 2020, the signal for help provides those experiencing domestic violence a discreet way to ...
[65]
Signal for help: Hand gesture can help domestic violence victims
Oct 5, 2025 By Karen Mansfield 6 min read. article image - Courtesy of Canadian Women's Foundation. The “Signal for Help” is a tool to help those ...Missing: global | Show results with:global
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Domestic abuse victim in California used 'hand signals' to ask for ...
Sep 4, 2025 · ... Signal for Help.” This gesture, created by the Canadian Women's Foundation, is made by showing an open palm, then tucking your thumb inward ...
[67]
Secret Hand Signal Could Save Your Life in a Dangerous Situation
Sep 8, 2025 · This hand gesture is now recognized as the universal signal for help in a case of domestic violence or other distress. The hand signal can be ...
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Signal for help: Hand gesture can help domestic violence victims
Organizations offering support to women and domestic violence victims have promoted the use of the “Signal for Help,” a hand gesture created ...
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Learn the international hand signal for help. It's simple. - Upworthy
Aug 9, 2025 · The Signal for Help initiative was a way to discreetly communicate via video call that you were in a dangerous situation without having to say a ...Missing: adoption | Show results with:adoption