脆弱性予測

POLAR: Automating Cyber Threat Prioritization through LLM-Powered Assessment

Authors: Luoxi Tang, Yuqiao Meng, Ankita Patra, Weicheng Ma, Muchao Ye, Zhaohan Xi | Published: 2025-10-02
セキュリティ情報管理
セキュリティ戦略生成
脆弱性予測

Uncovering Vulnerabilities of LLM-Assisted Cyber Threat Intelligence

Authors: Yuqiao Meng, Luoxi Tang, Feiyang Yu, Jinyuan Jia, Guanhua Yan, Ping Yang, Zhaohan Xi | Published: 2025-09-28 | Updated: 2025-10-01
インダイレクトプロンプトインジェクション
バイアス緩和手法
脆弱性予測

CVE-Bench: A Benchmark for AI Agents’ Ability to Exploit Real-World Web Application Vulnerabilities

Authors: Yuxuan Zhu, Antony Kellermann, Dylan Bowman, Philip Li, Akul Gupta, Adarsh Danda, Richard Fang, Conner Jensen, Eric Ihli, Jason Benn, Jet Geronimo, Avi Dhir, Sudhit Rao, Kaicheng Yu, Twm Stone, Daniel Kang | Published: 2025-03-21
インダイレクトプロンプトインジェクション
サイバー脅威
脆弱性予測

ChatGPT for Vulnerability Detection, Classification, and Repair: How Far Are We?

Authors: Michael Fu, Chakkrit Tantithamthavorn, Van Nguyen, Trung Le | Published: 2023-10-15
プログラム解析
プロンプトエンジニアリング
脆弱性予測

SCAR: Power Side-Channel Analysis at RTL-Level

Authors: Amisha Srivastava, Sanjay Das, Navnil Choudhury, Rafail Psiakis, Pedro Henrique Silva, Debjit Pal, Kanad Basu | Published: 2023-10-10
プロンプトインジェクション
暗号学
脆弱性予測

Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives

Authors: Sihao Hu, Tiansheng Huang, Fatih İlhan, Selim Furkan Tekin, Ling Liu | Published: 2023-10-02 | Updated: 2023-10-16
セキュリティ分析
プロンプトインジェクション
脆弱性予測

How Secure is Code Generated by ChatGPT?

Authors: Raphaël Khoury, Anderson R. Avila, Jacob Brunelle, Baba Mamadou Camara | Published: 2023-04-19
セキュリティ分析
プログラムの検証
脆弱性予測

Enhancing Vulnerability Prioritization: Data-Driven Exploit Predictions with Community-Driven Insights

Authors: Jay Jacobs, Sasha Romanosky, Octavian Suciu, Benjamin Edwards, Armin Sarabi | Published: 2023-02-27 | Updated: 2023-06-15
データ収集
モデル性能評価
脆弱性予測

Vulnerability Analysis of the Android Kernel

Authors: Joseph R. Barr, Peter Shaw, Tyler Thatcher | Published: 2021-12-20
メンバーシップ推論
性能評価
脆弱性予測

Gödel’s Sentence Is An Adversarial Example But Unsolvable

Authors: Xiaodong Qi, Lansheng Han | Published: 2020-02-25
敵対的サンプル
敵対的訓練
脆弱性予測