Security Analysis

CurricuLLM: Designing Personalized and Workforce-Aligned Cybersecurity Curricula Using Fine-Tuned LLMs

Authors: Arthur Nijdam, Harri Kähkönen, Valtteri Niemi, Paul Stankovski Wagner, Sara Ramezanian | Published: 2026-01-08
LLM活用
カリキュラム設計
Security Analysis

Unified Framework for Qualifying Security Boundary of PUFs Against Machine Learning Attacks

Authors: Hongming Fei, Zilong Hu, Prosanta Gope, Biplab Sikdar | Published: 2026-01-08
Security Analysis
Performance Evaluation Method
Machine Learning Method

LLM Agents for Automated Web Vulnerability Reproduction: Are We There Yet?

Authors: Bin Liu, Yanjie Zhao, Guoai Xu, Haoyu Wang | Published: 2025-10-16
Indirect Prompt Injection
エージェント設計
Security Analysis

Lexo: Eliminating Stealthy Supply-Chain Attacks via LLM-Assisted Program Regeneration

Authors: Evangelos Lamprou, Julian Dai, Grigoris Ntousakis, Martin C. Rinard, Nikos Vasilakis | Published: 2025-10-16
Security Analysis
Program Verification
Prompt leaking

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

Coherence-driven inference for cybersecurity

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

Evil Vizier: Vulnerabilities of LLM-Integrated XR Systems

Authors: Yicheng Zhang, Zijian Huang, Sophie Chen, Erfan Shayegani, Jiasi Chen, Nael Abu-Ghazaleh | Published: 2025-09-18
Security Analysis
Prompt Injection
Attack Action Model

Enterprise AI Must Enforce Participant-Aware Access Control

Authors: Shashank Shreedhar Bhatt, Tanmay Rajore, Khushboo Aggarwal, Ganesh Ananthanarayanan, Ranveer Chandra, Nishanth Chandran, Suyash Choudhury, Divya Gupta, Emre Kiciman, Sumit Kumar Pandey, Srinath Setty, Rahul Sharma, Teijia Zhao | Published: 2025-09-18
Security Analysis
Privacy Management
Prompt leaking

ATLANTIS: AI-driven Threat Localization, Analysis, and Triage Intelligence System

Authors: Taesoo Kim, HyungSeok Han, Soyeon Park, Dae R. Jeong, Dohyeok Kim, Dongkwan Kim, Eunsoo Kim, Jiho Kim, Joshua Wang, Kangsu Kim, Sangwoo Ji, Woosun Song, Hanqing Zhao, Andrew Chin, Gyejin Lee, Kevin Stevens, Mansour Alharthi, Yizhuo Zhai, Cen Zhang, Joonun Jang, Yeongjin Jang, Ammar Askar, Dongju Kim, Fabian Fleischer, Jeongin Cho, Junsik Kim, Kyungjoon Ko, Insu Yun, Sangdon Park, Dowoo Baik, Haein Lee, Hyeon Heo, Minjae Gwon, Minjae Lee, Minwoo Baek, Seunggi Min, Wonyoung Kim, Yonghwi Jin, Younggi Park, Yunjae Choi, Jinho Jung, Gwanhyun Lee, Junyoung Jang, Kyuheon Kim, Yeonghyeon Cha, Youngjoon Kim | Published: 2025-09-18
Security Analysis
バグ修正手法
Evaluation Method

A Graph-Based Approach to Alert Contextualisation in Security Operations Centres

Authors: Magnus Wiik Eckhoff, Peter Marius Flydal, Siem Peters, Martin Eian, Jonas Halvorsen, Vasileios Mavroeidis, Gudmund Grov | Published: 2025-09-16
Security Analysis
Attack Scenario Analysis
Machine Learning Method