New research from UW exposes what it's really like to be under ICE's compulsory surveillance app, BI SmartLINK. The findings are alarming and the researchers conclude the app simply should not be used. 🧡
As of March 2025, ICE's Alternatives to Detention program enrolled 183,884 people. Of those, at least 159,959 were monitored by BI SmartLINK, a smartphone app using facial recognition, voice recognition, and location tracking.
The average person is enrolled in the ATD program for 651 days. That's nearly two years of compulsory surveillance (facial scans, location tracking, and mandatory check-ins) while waiting for an immigration hearing.
ICE claims the app is an "alternative" to detention. But immigrant rights advocates in this study describe it as "digital detention", a system that extends carceral control into migrants' homes, jobs, and daily lives.
The app has real consequences for employment. Mandatory check-ins at unpredictable times have caused migrants to lose jobs. One advocate described a client who lost three jobs because they couldn't step away from an assembly line to complete a check-in.
Being monitored puts other people at risk too. Migrants struggle to find housing because undocumented housemates fear ICE coming to their door. Advocates describe clients avoiding family and friends to protect them from surveillance.
The mental and physical health toll is severe. Advocates describe clients living in constant anxiety about redetention or deportation. One client developed serious physical and psychological symptoms directly as a result of wearing an ankle monitor.
ICE and BI (the private contractor running the app) have documented a serious lack of accountability. ICE operated the ATD program for nearly 20 years without filing a required Privacy Impact Assessment, only releasing one in April 2023.
The facial recognition technology has documented problems. A 2016 ICE pilot study found 56% of facial recognition check-ins failed. Advocates also report the app's facial recognition is less accurate for migrants with darker skin tones.
The app only supports three or four languages and does not account for users with limited or no literacy, creating serious barriers for the very people it is compulsorily imposed upon.
When ICE officials enter incorrect address data and a location alert is triggered, it is the migrant (not the government) who bears the stress and the consequences. There is no meaningful accountability for official errors.
A 2022 GAO report found ICE presents misleadingly positive compliance numbers and called for better oversight of BI Inc. Nearly three years later, only one of ten GAO recommendations had been addressed.
This paper cites my own research on CBP One, which showed how that app introduced digital barriers for asylum seekers through both design and "glitches." The surveillance apparatus is connected and growing.
Every advocate interviewed recommended abolishing the app entirely. As one put it, ATD is not about court compliance, it is about extending ICE's reach into immigrant communities under the cover of a humanitarian-sounding name.

This research makes clear: compulsory immigration surveillance causes documented harm and cannot be fixed by improving the app.

Full study: https://dl.acm.org/doi/10.1145/3715275.3732057

Substack: https://austinkocher.substack.com

@austinkocher

#alttext

Understanding experiences with compulsory immigration surveillance in the U.S.
Kentrell Owens
University of Washington Seattle, Washington, USA
[email protected]
Yael Eiger
University of Washington
Seattle, Washington, USA
[email protected]
Basia Radka
University of Washington Seattle, Washington, USA
[email protected]
Tadayoshi Kohno
University of Washington
Seattle, Washington, USA
[email protected]
Franziska Roesner
University of Washington
Seattle, Washington, USA
[email protected]
Abstract
People attempting to immigrate to the U.S. (through a port of entry or other means) may be required to accept various forms of surveil-lance technologies after interacting with immigration officials. In March 2025, around 160,000 people in the U.S. were required to use a smartphone application-BI SmartLINK-that uses facial recogni-tion, voice recognition, and location tracking; others were assigned an ankle monitor or a smartwatch. These compulsory surveillance technologies exist under Immigration and Custom Enforcement (ICE)'s Alternatives to Detention (ATD) program, a combination of surveillance technologies, home visits, and in-person meetings with ICE officials and third-party "case specialists." For migrants in the U.S. who are already facing multiple other challenges, such as se-curing housing, work, or healthcare, the surveillance technologies administered under ATD introduce new challenges.
To understand the challenges facing migrants using BI SmartLINK under ATD, their questions about the app, and what role technologists might play (if any) in addressing these challenges, we conducted an interview study (n=9) with immigrant rights ad-vocates. These advocates have collectively supported thousands of migrants over their careers and witnessed firsthand their strug-gles with surveillance tech under ATD. Among other things, our findings highlight how surveillance tech exacerbates the power im-balance between migrants and ICE officials (or their proxies), how these technologies (negatively) impact migrants, and how migrants and their advocates struggle to understand how the technologies that surveil them function. Our findings regarding the harms expe-rienced by migrants lead us to believe that BI SmartLINK should not be used, and these harms fundamentally cannot be addressed (text truncated).
CCS Concepts
Human-centered computing→ Empirical studies in HCI; .
Security and privacy Social aspects of security and privacy;
Social and professional topics Governmental surveil-lance.
ACM Reference Format:
Kentrell Owens, Yael Eiger, Basia Radka, Tadayoshi Kohno, and Franziska Roesner. 2025. Understanding experiences with compulsory immigration surveillance in the U.S.. In The 2025 ACM Conference on Fairness, Account-ability, and Transparency (FAccT '25), June 23-26, 2025, Athens, Greece. ACM, New York, NY, USA, 13 pages. https://doi.org/10.1145/3715275.3732057
1 Introduction
Many asylum-seekers (and migrants broadly) come to U.S. borders fleeing various forms of violence or catastrophe and have overcome enormous challenges [26]. Those who are able to gain entry into the U.S. may face additional challenges after they enter the country, including temporary detainment by Customs and Border Protection (CBP), language barriers, the inability to work legally,ΒΉ and finding affordable housing [25]. Moreover, before being admitted to the country, they must surrender troves of personal data (e.g., through device searches and searches of social media accounts [48]), and, if they are permitted to enter, must accept several conditions often including being surveilled by a smartphone app: BI SmartLINK.
BI SmartLINK was first launched in 2018 under Immigration and Customs Enforcement's (ICE) Intensive Supervision Appearance Program (ISAP), which is the primary component of ICE's Alterna-tives to Detention (ATD) program [30]. According to ICE, the goal of ATD is "to ensure compliance with release conditions and pro- (text truncated).