Literature Database

WARP: A Unified Benchmark for Invisible Image Watermarking — Robustness and Protection Against Attacks

Authors: Khaled Abud, Aleksey Yakushev, Aleksandr Akimenkov, Irina Serzhenko, Kirill Aistov, Egor Kovalev, Dmitry Obydenkov, Sergey Lavrushkin, Anastasia Antsiferova, Dmitriy Vatolin, Yury Markin, Kirill Lukianov | Published: 2026-09-30
Attack Evaluation
Digital Watermarking for Generative AI
Watermark

Who Verifies the Graph? Misspecification Attacks on Causal Action Verification for Language Agents

Authors: Fabio Rovai | Published: 2026-09-30
Analysis of Detection Methods
Behavior Manipulation Attack
Defense Method

TACTIC: Temporal and Context-Aware LLM Tactical Planning for Roadside LiDAR Attacks

Authors: Yiming Gao, Shaocheng Luo | Published: 2026-09-30
マルチモーダル安全性
Attack Evaluation
Vulnerabilities in Autonomous Driving Technology

CodeMimicry: Exploiting Safety Generalization Lag in Large Language Models via Structured Code Completion

Authors: Zhen Liang, Hai Huang, Wentao Chen | Published: 2026-09-30
Disabling Safety Mechanisms of LLM
Security of Code Generation
安全性メカニズムの分析

Safety of Latent Communication in Multi-Agent Systems

Authors: Muhammad Huzaifa, Sina Mavali, Thorsten Eisenhofer | Published: 2026-09-30
安全性の整合性
Attack Evaluation
Communication System

Let the Carrier Carry the Attack: Preserving the Subject in Adversarial Image Generation

Authors: Linfeng Jiang, Steven McDonagh, Yuhang Chen, Xingyu Zhao, Siddartha Khastgir, Andi Zhang | Published: 2026-09-30
Poisoning
Adversarial Learning
画像分類

Pretext: Defeating Malicious Skill Detection Frameworks for AI Agents

Authors: Tobias Kaisar, Aritra Dhar | Published: 2026-09-30
Prompt leaking
Attack Evaluation
Defense Method

Speculative Safety Honeypot: Toward Proactive Defense Against Multi-turn Agent Attacks

Authors: Zezhong Wang, Xueyang Tang, Rui Lian, Yang Lou, Heqing Huang | Published: 2026-09-30
Sampling Method
Prompt Injection
マルチターン攻撃分析

Learning Normal Diffusion Dynamics for Backdoor Defense in Text-to-Image Models

Authors: Junjian Li, Xiaolong Liu, Peng Sun, Liantao Wu, Linghan Chen, Yudong Gao, Honglong Chen | Published: 2026-09-30
Backdoor Detection
Diffusion Model
Defense Method

ActionGuard: Tool Call Authorization under Poisoned Skills

Authors: Jihun Han, Yejin Jang, Byung Il Kwak, Mee Lan Han | Published: 2026-09-30
Security Testing
Prompt Injection
Attack Evaluation