AIセキュリティポータルbot

LLMs as verification oracles for Solidity

Authors: Massimo Bartoletti, Enrico Lipparini, Livio Pompianu | Published: 2025-09-23
Prompt Injection
Model DoS
Vulnerability Assessment Method

LLM-based Vulnerability Discovery through the Lens of Code Metrics

Authors: Felix Weissberg, Lukas Pirch, Erik Imgrund, Jonas Möller, Thorsten Eisenhofer, Konrad Rieck | Published: 2025-09-23
コードメトリクス評価
Prompt Injection
Large Language Model

Confidential LLM Inference: Performance and Cost Across CPU and GPU TEEs

Authors: Marcin Chrapek, Marcin Copik, Etienne Mettaz, Torsten Hoefler | Published: 2025-09-23
Cost Efficiency
Privacy-Preserving Machine Learning
Model Extraction Attack

Detection of security smells in IaC scripts through semantics-aware code and language processing

Authors: Aicha War, Adnan A. Rawass, Abdoul K. Kabore, Jordan Samhi, Jacques Klein, Tegawende F. Bissyande | Published: 2025-09-23
コード表現技術
Security Analysis
Prompt validation

MER-Inspector: Assessing model extraction risks from an attack-agnostic perspective

Authors: Xinwei Zhang, Haibo Hu, Qingqing Ye, Li Bai, Huadi Zheng | Published: 2025-09-23
Model Extraction Attack
Model Design
Risk Assessment

Coherence-driven inference for cybersecurity

Authors: Steve Huntsman | Published: 2025-09-23
Algorithm
Security Analysis
Information Gathering Methods

Strategic Dishonesty Can Undermine AI Safety Evaluations of Frontier LLM

Authors: Alexander Panfilov, Evgenii Kortukov, Kristina Nikolić, Matthias Bethge, Sebastian Lapuschkin, Wojciech Samek, Ameya Prabhu, Maksym Andriushchenko, Jonas Geiping | Published: 2025-09-22
Hallucination
武器設計手法
Fraud Techniques

Synth-MIA: A Testbed for Auditing Privacy Leakage in Tabular Data Synthesis

Authors: Joshua Ward, Xiaofeng Lin, Chi-Hua Wang, Guang Cheng | Published: 2025-09-22
Privacy Analysis
Membership Inference
Differential Privacy

Federated Learning in the Wild: A Comparative Study for Cybersecurity under Non-IID and Unbalanced Settings

Authors: Roberto Doriguzzi-Corin, Petr Sabel, Silvio Cretti, Silvio Ranise | Published: 2025-09-22
Client Selection Method
Adversarial Learning
Federated Learning

SilentStriker:Toward Stealthy Bit-Flip Attacks on Large Language Models

Authors: Haotian Xu, Qingsong Peng, Jie Shi, Huadi Zheng, Yu Li, Cheng Zhuo | Published: 2025-09-22
Indirect Prompt Injection
Model DoS
評価メトリクス