BARE-AI: Bit-Flip Attack Resilience in AI Hardware through Built-in Performance Monitors Authors: Habibur Rahaman, Swastik Bhattacharya, Sanjay Das, Kanad Basu, Swarup Bhunia | Published: 2026-10-06 Hardware AcceleratorModel Protection MethodsModel Performance Evaluation 2026.10.06 2026.10.08 Literature Database
Secure Speculative Decoding for Large Language Models Authors: Yichi Zhang, Zhiqi Wang, Neil Gong, Yuchen Yang | Published: 2026-10-06 Indirect Prompt InjectionPrompt InjectionTrade-Off Between Safety And Usability 2026.10.06 2026.10.08 Literature Database
RAG-PIBench: A Leakage-Aware Benchmark for Prompt-Injection Detection in Trustworthy RAG Systems Authors: Niveen O. Jaffal, Ahmet Yuksel, David Mohaisen | Published: 2026-10-06 RAGModel Performance Evaluation評価のバランス 2026.10.06 2026.10.08 Literature Database
Toward Alignment Scaling Laws: A Framework and First Preregistered Measurements Authors: Jeremy Canale | Published: 2026-10-06 Prompt InjectionModel Performance EvaluationVulnerability Assessment Method 2026.10.06 2026.10.08 Literature Database
Case-Level Verification in Scanner-LLM Cascades: Overcoming the Alert Aggregation Bottleneck to Expand the FRR-TPR Trade-off Space Authors: Hao Sun, Yibin Yao, Chaohai Xie, Yuqun Lin | Published: 2026-10-06 Webアプリケーションセキュリティ実験設計評価基準 2026.10.06 2026.10.08 Literature Database
Learning from Failures: A Failure-Driven Prompt Refinement for LLM-Based Vulnerability Analysis Authors: Mandana Ghadamian, David Mohaisen | Published: 2026-10-06 Prompt validationPrompt leakingAutomated Vulnerability Remediation 2026.10.06 2026.10.08 Literature Database
Transferable Spatial Temporal Coherence Adversarial Attack on Black-Box Vision Language Models for Autonomous Driving Authors: Heyam Bin Jahlan Areej Alhothali Abeer Alhothali | Published: 2026-10-06 Model DoSAttack Scenario Analysis透かし攻撃 2026.10.06 2026.10.08 Literature Database
MARCO: The Radioactive Watermark for Protein Generative Models Authors: Huajie Chen, Xin Guo, Yuchen Shi, Yuchen Zhong, Minhui Xue, Chi Liu, Congcong Zhu, Kun Gao, Minfeng Qi, Tianqing Zhu | Published: 2026-10-06 Model Protection MethodsModel Performance Evaluation透かし攻撃 2026.10.06 2026.10.08 Literature Database
Newer and Bigger, but Safer? A Longitudinal Study of the Functionality-Security Gap in LLM-Generated Code Authors: Thiago Santos de Moura, Fynn Matuschek, Flavio Toffalini, Yannic Noller | Published: 2026-10-06 Indirect Prompt InjectionCode GenerationPrompt leaking 2026.10.06 2026.10.08 Literature Database
Exploiting Acoustic and Content-Oriented Speaker Verification Attacks Against Multilingual Voice Anonymization Authors: Ridwan Arefeen, Ze Li, Rong Tong, Ming Li, Xiaoxiao Miao | Published: 2026-10-06 Dataset evaluationModel Performance EvaluationTrade-Off Between Safety And Usability 2026.10.06 2026.10.08 Literature Database