XAI(説明可能なAI)

Themis: An explainable AI-enabled framework for Reinforcement Learning with Human Feedback

Authors: Andreas Chouliaras, Luke Connolly, Dimitris Chatzpoulos | Published: 2026-06-23
XAI(説明可能なAI)
アライメント
エージェント設計

Cognitive Threat Intelligence and Explainable Federated Security Analytics for distributed Infrastructure Systems

Authors: Md. Arifur Rahman, B. M. Taslimul Haque, Md. Iqbal Hossan, Md. Serajul Kabir Chowdhury Rubel | Published: 2026-06-04
XAI(説明可能なAI)
機械学習
連合学習

A Deep Dive into Function Inlining and its Security Implications for ML-based Binary Analysis

Authors: Omar Abusabha, Jiyong Uhm, Tamer Abuhmed, Hyungjoon Koo | Published: 2025-12-16
XAI(説明可能なAI)
セキュリティ検証手法
脆弱性評価手法

LLM-Assisted AHP for Explainable Cyber Range Evaluation

Authors: Vyron Kampourakis, Georgios Kavallieratos, Georgios Spathoulas, Vasileios Gkioulos, Sokratis Katsikas | Published: 2025-12-11
XAI(説明可能なAI)
信頼性評価
評価手法

ExpIDS: A Drift-adaptable Network Intrusion Detection System With Improved Explainability

Authors: Ayush Kumar, Kar Wai Fok, Vrizlynn L. L. Thing | Published: 2025-09-25
XAI(説明可能なAI)
ネットワーク脅威検出
異常検知手法

ExpProof : Operationalizing Explanations for Confidential Models with ZKPs

Authors: Chhavi Yadav, Evan Monroe Laufer, Dan Boneh, Kamalika Chaudhuri | Published: 2025-02-06 | Updated: 2025-05-27
XAI(説明可能なAI)
モデル評価手法
解釈可能性

Automated Trustworthiness Oracle Generation for Machine Learning Text Classifiers

Authors: Lam Nguyen Tung, Steven Cho, Xiaoning Du, Neelofar Neelofar, Valerio Terragni, Stefano Ruberto, Aldeida Aleti | Published: 2024-10-30 | Updated: 2025-04-08
XAI(説明可能なAI)
モデル性能評価
信頼性分析

X-CBA: Explainability Aided CatBoosted Anomal-E for Intrusion Detection System

Authors: Kiymet Kaya, Elif Ak, Sumeyye Bas, Berk Canberk, Sule Gunduz Oguducu | Published: 2024-02-01 | Updated: 2024-06-02
GNN
XAI(説明可能なAI)
侵入検知システム

X Hacking: The Threat of Misguided AutoML

Authors: Rahul Sharma, Sergey Redyuk, Sumantrak Mukherjee, Andrea Sipka, Sebastian Vollmer, David Selby | Published: 2024-01-16 | Updated: 2024-02-12
XAI(説明可能なAI)
バイアス
モデルの解釈性

Autonomous Threat Hunting: A Future Paradigm for AI-Driven Threat Intelligence

Authors: Siva Raja Sindiramutty | Published: 2023-12-30
AIと自動化の役割
XAI(説明可能なAI)
サイバーセキュリティ