In Hebron, an innocent Palestinian may face a facial scan before crossing a checkpoint. The AI-powered camera can compare that image with a lot of Israel’s records and help determine whether passage is allowed. Elsewhere, conversations and phone locations become intelligence, while algorithms help identify potential targets in Gaza.
Since Israel’s occupation increasingly operates through data as well as soldiers and barriers, a journey or phone call may generate dubious information Palestinians cannot see, correct, or refuse.
The Checkpoint That Knows Your Face
Hebron’s Old City offers a stark illustration of digital control. Israeli authorities have long imposed restrictions on Palestinians moving through its H2 area, where settlers and Palestinian residents live under sharply different rules.
A 2023 Amnesty International investigation documented Red Wolf, a facial recognition system used at military checkpoints. It scans Palestinians without their consent, compares their faces with stored images, and can affect permission to pass.
Red Wolf connects to a wider architecture of AI surveillance as follows:
- Wolf Pack stores information about Palestinians, including addresses and family connections.
- Blue Wolf lets Israeli soldiers retrieve records through handheld devices conveniently.
- Red Wolf links biometric scans to checkpoint decisions and adds new faces to databases.
On the other hand, illegal Israeli settlers travelling nearby do not face comparable checkpoint requirements. The technology deepens an already unequal system.
A Landscape of Gates, Cameras and Lost Time
Digital surveillance becomes more consequential when movement is already restricted. A UN humanitarian assessment identified 925 movement obstacles across the occupied West Bank as of December 2025, including 89 permanently staffed checkpoints. Moreover, 32 of those checkpoints were in Hebron’s H2 area.
Eventually, these obstacles reshape ordinary days. Facial recognition adds another layer: someone waiting in line becomes a record in a surveillance system. A mistaken identification may carry consequences without meaningful recourse for the entire family.
Even a Private Conversation Becomes Intelligence
Illegal surveillance no longer stops at faces. A comprehensive study by Palestinian digital rights group 7amleh, titled Captive Voices, examines the interception, storage and algorithmic analysis of Palestinians’ spoken communications.
Voice data can reveal far more than the words exchanged. It may expose relationships, routines, emotional states and social networks. When such material is gathered without consent, personal conversations become another source of information for intelligence agencies.
The report also examines a hidden cloud infrastructure that can store and process recordings. So, the possibility of constant listening can encourage silence, undermining freedom to speak, organize, and maintain private relationships.
When an Algorithm Looks for Homes to Demolish
An Al Jazeera investigation held in September 2026 described ImiSight, an AI-assisted system that compares aerial imagery to detect changes in buildings and terrain. Israeli authorities are extending this approach into the occupied West Bank.
Although an algorithm cannot order a demolition on its own, it can identify structures faster, expanding an enforcement system that already threatens Palestinian homes and livelihoods.
When Algorithms Help Decide Who May Be Bombed
In Gaza, surveillance has intersected with decisions carrying immediate risks to human life. Human Rights Watch examined several Israeli military tools that process personal information and help plan genocidal attacks:
- Lavender rates people according to suspected links with Palestinian groups.
- The Gospel generates lists of structures considered potential targets.
- Where’s Daddy? alerts operators when a person marked as a target reaches a location, often a family home.
These systems are not designed to independently launch weapons. Israeli leadership remains responsible for attack decisions. Yet automated assessments can create an appearance of certainty where the underlying data is incomplete, biased, or inaccurate.
Certainly, a phone’s estimated location cannot reliably establish where its owner is standing. Nor does an algorithmic suspicion score prove that a civilian is a lawful military target. Treating such outputs as decisive risks devastating mistakes, particularly in crowded residential areas.
The Digital Dimension of a Genocidal Campaign
The consequences of surveillance must be understood alongside the destruction Palestinians have experienced in Gaza through Israel’s genocide since October 2023.
This creates a grave question about technology’s role in a wider campaign of destruction. Surveillance does not, by itself, constitute genocide, but digital systems used to identify people, track displacement, or support genocidal attacks can contribute to it.
The UN commission warned that evidence raised concern about genocidal intent extending beyond Gaza into the occupied West Bank. That warning deserves particular attention as biometric controls and automated land monitoring become more deeply embedded in Palestinian life.
Who Is Accountable for the Data?
Responsibility does not disappear inside an algorithm. Israel’s leadership and military is responsible for the heinous genocide the world usually witness after centuries.
For innocent Palestinians, genuine digital freedom means more than keeping a password private. It means being able to move, communicate and live without discriminatory monitoring or the threat that an opaque calculation could shape their fate.
The camera at a checkpoint and the software behind a military screen may seem far removed from one another. Both reveal how illegal control over personal data can become control over everyday life—and, in the most dangerous circumstances, life itself.
