Literature Database

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 Accelerator
Model Protection Methods
Model Performance Evaluation

Secure Speculative Decoding for Large Language Models

Authors: Yichi Zhang, Zhiqi Wang, Neil Gong, Yuchen Yang | Published: 2026-10-06
Indirect Prompt Injection
Prompt Injection
Trade-Off Between Safety And Usability

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
RAG
Model Performance Evaluation
評価のバランス

Toward Alignment Scaling Laws: A Framework and First Preregistered Measurements

Authors: Jeremy Canale | Published: 2026-10-06
Prompt Injection
Model Performance Evaluation
Vulnerability Assessment Method

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

Learning from Failures: A Failure-Driven Prompt Refinement for LLM-Based Vulnerability Analysis

Authors: Mandana Ghadamian, David Mohaisen | Published: 2026-10-06
Prompt validation
Prompt leaking
Automated Vulnerability Remediation

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 DoS
Attack Scenario Analysis
透かし攻撃

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 Methods
Model Performance Evaluation
透かし攻撃

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 Injection
Code Generation
Prompt leaking

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 evaluation
Model Performance Evaluation
Trade-Off Between Safety And Usability