Literature Database

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches?

Authors: Farooq Shaikh | Published: 2026-07-28
Cooperative Effects with LLM
Poisoning attack on RAG
Vulnerability Assessment Method

Are the High-weight Neurons the Important Ones in Image Classification Neural Networks?

Authors: Qitao Chen, Dongfu Yin, F. Richard Yu | Published: 2026-07-28
Data Curation
Dataset evaluation
Model evaluation methods

I2VShield: An Efficient Proactive Defense Framework against DiT-based Image-to-Video Models

Authors: Yimao Guo, Zuomin Qu, Wei Lu | Published: 2026-07-28
Dataset evaluation
Model Architecture
Vulnerability of Adversarial Examples

Architectural Backdoors in Vision-Language Model Supply Chains via Representation Steering

Authors: Maria Rosaria Briglia, Igor Maljkovic, Antonio Emanuele Cinà, Luca Oneto, Iacopo Masi, Fabio Roli | Published: 2026-07-28
トリガー検出
Backdoor Detection
Prompt leaking

SafeStats: Efficient 2PC Protocols for Data Statistic-Related Functions

Authors: Tanren Liu, Xianjia Meng, Yang Liu, Xin Kang, Chenhui You, Yong Zeng, Zhuo Ma | Published: 2026-07-28
Dataset evaluation
透かし手法
Reduction of Communication Costs

The Disruptive Impact of Large Language Models on Capture the Flag Competitions and the Path Toward Fair Play

Authors: Michael Macaulay, Harmony Bouabid, Guo Gen Ang, Sasha Shaw | Published: 2026-07-28
Indirect Prompt Injection
Education and Follow-up
競技チャレンジ分析

Bayesian-Guided Cooperative RL Beamforming for Wireless Adversarial User Detection

Authors: Parmida Geranmayeh, Onur Günlü | Published: 2026-07-28
Simulation Result Evaluation
Reinforcement Learning Algorithm
Communication Loss

Cyber-Capable AI Agents: Vulnerabilities, Evaluation Containment, and Defensive Response

Authors: Abu Bakar Siddik | Published: 2026-07-28
Risk Management
Vulnerability Assessment Method
自律エージェントセキュリティ

Explanation-Bound Tool Execution for AI Agents: Server-Verified Action Claims Without Trusting Model Rationales

Authors: Genliang Zhu, Chu Wang | Published: 2026-07-28
Model Inversion
Risk Management
Transparency and Verification

Hybrid Analysis for Secure MCP Tool Use in LLM Agents

Authors: Ping He, Yuexiang Xie, Yaliang Li, Shouling Ji | Published: 2026-07-28
Disabling Safety Mechanisms of LLM
Risk Assessment Method
自律エージェントセキュリティ