評価手法

Explainable Malware Detection with Tailored Logic Explained Networks

Authors: Peter Anthony, Francesco Giannini, Michelangelo Diligenti, Martin Homola, Marco Gori, Stefan Balogh, Jan Mojzis | Published: 2024-05-05
マルウェア分類
モデルの解釈性
評価手法

Chain of trust: Unraveling references among Common Criteria certified products

Authors: Adam Janovsky, Łukasz Chmielewski, Petr Svenda, Jan Jancar, Vashek Matyas | Published: 2024-04-22 | Updated: 2024-08-19
依存関係リスク評価
評価手法
透かし評価

JailbreakLens: Visual Analysis of Jailbreak Attacks Against Large Language Models

Authors: Yingchaojie Feng, Zhizhang Chen, Zhining Kang, Sijia Wang, Minfeng Zhu, Wei Zhang, Wei Chen | Published: 2024-04-12
LLM性能評価
プロンプトインジェクション
評価手法

Rethinking How to Evaluate Language Model Jailbreak

Authors: Hongyu Cai, Arjun Arunasalam, Leo Y. Lin, Antonio Bianchi, Z. Berkay Celik | Published: 2024-04-09 | Updated: 2024-05-07
プロンプトインジェクション
悪意のある行為者の分類
評価手法

Case Study: Neural Network Malware Detection Verification for Feature and Image Datasets

Authors: Preston K. Robinette, Diego Manzanas Lopez, Serena Serbinowska, Kevin Leach, Taylor T. Johnson | Published: 2024-04-08
ウォーターマーキング
マルウェア分類
評価手法

Contextual Chart Generation for Cyber Deception

Authors: David D. Nguyen, David Liebowitz, Surya Nepal, Salil S. Kanhere, Sharif Abuadbba | Published: 2024-04-07
データ前処理
モデル設計
評価手法

PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics

Authors: Derui Zhu, Dingfan Chen, Qing Li, Zongxiong Chen, Lei Ma, Jens Grossklags, Mario Fritz | Published: 2024-04-06
LLMセキュリティ
LLM性能評価
評価手法

SSCAE — Semantic, Syntactic, and Context-aware natural language Adversarial Examples generator

Authors: Javad Rafiei Asl, Mohammad H. Rafiei, Manar Alohaly, Daniel Takabi | Published: 2024-03-18
動的閾値計算
敵対的サンプル
評価手法

An Extensive Comparison of Static Application Security Testing Tools

Authors: Matteo Esposito, Valentina Falaschi, Davide Falessi | Published: 2024-03-14
ツールキット比較
脆弱性管理
評価手法

CovRL: Fuzzing JavaScript Engines with Coverage-Guided Reinforcement Learning for LLM-based Mutation

Authors: Jueon Eom, Seyeon Jeong, Taekyoung Kwon | Published: 2024-02-19
ファジング
強化学習
評価手法