AIセキュリティポータルbot

CleanVul: Automatic Function-Level Vulnerability Detection in Code Commits Using LLM Heuristics

Authors: Yikun Li, Ting Zhang, Ratnadira Widyasari, Yan Naing Tun, Huu Hung Nguyen, Tan Bui, Ivana Clairine Irsan, Yiran Cheng, Xiang Lan, Han Wei Ang, Frank Liauw, Martin Weyssow, Hong Jin Kang, Eng Lieh Ouh, Lwin Khin Shar, David Lo | Published: 2024-11-26 | Updated: 2025-04-14
LLM Performance Evaluation
Code Change Analysis
Vulnerability Management
2024.11.26 2025.05.12
Literature Database

ThreatModeling-LLM: Automating Threat Modeling using Large Language Models for Banking System

Authors: Tingmin Wu, Shuiqiao Yang, Shigang Liu, David Nguyen, Seung Jang, Alsharif Abuadbba | Published: 2024-11-26 | Updated: 2025-05-14
Bias Detection in AI Output
Prompt leaking
脅威モデリング自動化
2024.11.26 2025.05.16
Literature Database

CS-Eval: A Comprehensive Large Language Model Benchmark for CyberSecurity

Authors: Zhengmin Yu, Jiutian Zeng, Siyi Chen, Wenhan Xu, Dandan Xu, Xiangyu Liu, Zonghao Ying, Nan Wang, Yuan Zhang, Min Yang | Published: 2024-11-25 | Updated: 2025-01-17
LLM Performance Evaluation
Cybersecurity
2024.11.25 2025.05.12
Literature Database

“Moralized” Multi-Step Jailbreak Prompts: Black-Box Testing of Guardrails in Large Language Models for Verbal Attacks

Authors: Libo Wang | Published: 2024-11-23 | Updated: 2025-03-20
Prompt Injection
Large Language Model
2024.11.23 2025.05.12
Literature Database

Indiscriminate Disruption of Conditional Inference on Multivariate Gaussians

Authors: William N. Caballero, Matthew LaRosa, Alexander Fisher, Vahid Tarokh | Published: 2024-11-21
Attack Method
Optimization Problem
2024.11.21 2025.05.12
Literature Database

Attribute Inference Attacks for Federated Regression Tasks

Authors: Francesco Diana, Othmane Marfoq, Chuan Xu, Giovanni Neglia, Frédéric Giroire, Eoin Thomas | Published: 2024-11-19 | Updated: 2025-04-16
Privacy Enhancing Protocol
Label Inference Attack
Federated Learning
2024.11.19 2025.05.12
Literature Database

PEEK: Phishing Evolution Framework for Phishing Generation and Evolving Pattern Analysis using Large Language Models

Authors: Fengchao Chen, Tingmin Wu, Van Nguyen, Shuo Wang, Alsharif Abuadbba, Carsten Rudolph | Published: 2024-11-18 | Updated: 2025-05-06
LLM Performance Evaluation
Prompt leaking
Promotion of Diversity
2024.11.18 2025.05.12
Literature Database

Variational Bayesian Bow tie Neural Networks with Shrinkage

Authors: Alisa Sheinkman, Sara Wade | Published: 2024-11-17 | Updated: 2024-11-19
Sparse Model
Optimization Problem
Evaluation Method
2024.11.17 2025.05.12
Literature Database

JailbreakLens: Interpreting Jailbreak Mechanism in the Lens of Representation and Circuit

Authors: Zeqing He, Zhibo Wang, Zhixuan Chu, Huiyu Xu, Wenhui Zhang, Qinglong Wang, Rui Zheng | Published: 2024-11-17 | Updated: 2025-04-24
Prompt Injection
Large Language Model
2024.11.17 2025.05.12
Literature Database

TinyML NLP Scheme for Semantic Wireless Sentiment Classification with Privacy Preservation

Authors: Ahmed Y. Radwan, Mohammad Shehab, Mohamed-Slim Alouini | Published: 2024-11-09 | Updated: 2025-04-21
Energy-Based Model
Privacy Protection
Communication Model
2024.11.09 2025.05.12
Literature Database
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