Still Camouflage, Moving Illusion: View-Induced Trajectory Manipulation in Autonomous Driving

Existing physical adversarial attacks on vision-based autonomous driving induce time-evolving perception errors, including biased object tracking or trajectory prediction, through i sophisticated physical patch inducing detection box drift when entering the view distance, or ii dynamically changi...

Prompt Injection Via Road Signs

Interesting research: "CHAI: Command Hijacking Against Embodied AI." Abstract: Embodied Artificial Intelligence AI promises to handle edge cases in robotic vehicle systems where data is scarce by using common-sense reasoning grounded in perception and action to generalize beyond training...

Security Risks of Agentic Vehicles: A Systematic Analysis of Cognitive and Cross-Layer Threats

Agentic AI is increasingly being explored and introduced in both manually driven and autonomous vehicles, leading to the notion of Agentic Vehicles AgVs, with capabilities such as memory-based personalization, goal interpretation, strategic reasoning, and tool-mediated assistance. While framework...

T2I-Based Physical-World Appearance Attack against Traffic Sign Recognition Systems in Autonomous Driving

Traffic Sign Recognition TSR systems play a critical role in Autonomous Driving AD systems, enabling real-time detection of road signs, such as STOP and speed limit signs. While these systems are increasingly integrated into commercial vehicles, recent research has exposed their vulnerability to...

EUVD-2025-117435

Malicious code in driving-magenta-wasp npm...

Malicious code in driving_gopher_z3n (npm)

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MAL-2025-119601 Malicious code in driving_snake_z3n (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector ea77b359bb50caef899a5d05b1ffd520ed9e52461b7a4fbf0122b3eb256d1393 This package appears to be part of the tea.xyz token reward campaign that flooded npm. These packages typically contain autopublish scripts auto.js,...

EUVD-2025-92394

Malicious code in drivinggullz3n npm...

EUVD-2025-77048

Malicious code in drivingmoth-appteadev npm...

MAL-2025-101776 Malicious code in driving_platypus-appteadev (npm)

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EUVD-2025-77047

Malicious code in drivingplatypus-appteadev npm...

EUVD-2025-82149

Malicious code in drivingrhinoceros0xrequest npm...

Malicious code in driving_rhinoceros_0xrequest (npm)

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EUVD-2025-70738

Malicious code in drivingcobraz3n npm...

EUVD-2025-64436

Malicious code in drivingowlz3n npm...

EUVD-2025-64435

Malicious code in drivingpeafowlz3n npm...

EUVD-2025-64438

Malicious code in drivingechidnaz3n npm...

EUVD-2025-64433

Malicious code in drivingsailfishz3n npm...

EUVD-2025-54777

Malicious code in driving-lavender-crab npm...

EUVD-2025-54776

Malicious code in driving-maroon-toucan npm...