説明可能性評価

eX-NIDS: A Framework for Explainable Network Intrusion Detection Leveraging Large Language Models

Authors: Paul R. B. Houssel, Siamak Layeghy, Priyanka Singh, Marius Portmann | Published: 2025-07-22
AIシステムの関係性
ネットワークトラフィック分析
説明可能性評価

Evaluating Explanation Methods for Deep Learning in Security

Authors: Alexander Warnecke, Daniel Arp, Christian Wressnegger, Konrad Rieck | Published: 2019-06-05 | Updated: 2020-04-27
データセット分析
深層学習技術
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Understanding Black-box Predictions via Influence Functions

Authors: Pang Wei Koh, Percy Liang | Published: 2017-03-14 | Updated: 2020-12-29
ポイズニング
学習の改善
説明可能性評価