性能評価指標

Towards Classifying Benign And Malicious Packages Using Machine Learning

Authors: Thanh-Cong Nguyen, Ngoc-Thanh Nguyen, Van-Giau Ung, Duc-Ly Vu | Published: 2025-11-19
動的ポリシー適応
性能評価指標
悪意のある行為者の分類

TZ-LLM: Protecting On-Device Large Language Models with Arm TrustZone

Authors: Xunjie Wang, Jiacheng Shi, Zihan Zhao, Yang Yu, Zhichao Hua, Jinyu Gu | Published: 2025-11-17
プロンプトリーキング
モデルDoS
性能評価指標

SmartPoC: Generating Executable and Validated PoCs for Smart Contract Bug Reports

Authors: Longfei Chen, Ruibin Yan, Taiyu Wong, Yiyang Chen, Chao Zhang | Published: 2025-11-17
性能評価指標
自動生成フレームワーク
透かし評価

New Machine Learning Approaches for Intrusion Detection in ADS-B

Authors: Mikaëla Ngamboé, Jean-Simon Marrocco, Jean-Yves Ouattara, José M. Fernandez, Gabriela Nicolescu | Published: 2025-10-09
バックドアモデルの検知
性能評価指標
通信セキュリティ

LLAMA: Multi-Feedback Smart Contract Fuzzing Framework with LLM-Guided Seed Generation

Authors: Keke Gai, Haochen Liang, Jing Yu, Liehuang Zhu, Dusit Niyato | Published: 2025-07-16
プロンプトインジェクション
初期シード生成
性能評価指標

GuardVal: Dynamic Large Language Model Jailbreak Evaluation for Comprehensive Safety Testing

Authors: Peiyan Zhang, Haibo Jin, Liying Kang, Haohan Wang | Published: 2025-07-10
プロンプトの検証
大規模言語モデル
性能評価指標

Approximating Euler Totient Function using Linear Regression on RSA moduli

Authors: Gilda Rech Bansimba, Regis F. Babindamana, Beni Blaug N. Ibara | Published: 2025-07-09
多項式近似
性能評価指標
計算複雑性

Counterfactual Influence as a Distributional Quantity

Authors: Matthieu Meeus, Igor Shilov, Georgios Kaissis, Yves-Alexandre de Montjoye | Published: 2025-06-25
プライバシー保護
性能評価指標
評価メトリクス

Watermarking Degrades Alignment in Language Models: Analysis and Mitigation

Authors: Apurv Verma, NhatHai Phan, Shubhendu Trivedi | Published: 2025-06-04 | Updated: 2025-07-10
性能評価指標
生成AI向け電子透かし
透かし

Early-Stage Anomaly Detection: A Study of Model Performance on Complete vs. Partial Flows

Authors: Adrian Pekar, Richard Jozsa | Published: 2024-07-03 | Updated: 2025-06-30
トラフィック分類
侵入検知システム
性能評価指標