モデル性能評価

LookAhead: Preventing DeFi Attacks via Unveiling Adversarial Contracts

Authors: Shoupeng Ren, Lipeng He, Tianyu Tu, Di Wu, Jian Liu, Kui Ren, Chun Chen | Published: 2024-01-14 | Updated: 2025-04-02
スマートコントラクト
モデルの頑健性保証
モデル性能評価

When eBPF Meets Machine Learning: On-the-fly OS Kernel Compartmentalization

Authors: Zicheng Wang, Tiejin Chen, Qinrun Dai, Yueqi Chen, Hua Wei, Qingkai Zeng | Published: 2024-01-11
ウォーターマーキング
メモリ管理手法
モデル性能評価

Optimized Ensemble Model Towards Secured Industrial IoT Devices

Authors: MohammadNoor Injadat | Published: 2024-01-10
モデル性能評価
侵入検知システム
最適化手法

Detecting Anomalies in Blockchain Transactions using Machine Learning Classifiers and Explainability Analysis

Authors: Mohammad Hasan, Mohammad Shahriar Rahman, Helge Janicke, Iqbal H. Sarker | Published: 2024-01-07
クラス不均衡
モデル性能評価
異常検出手法

MalModel: Hiding Malicious Payload in Mobile Deep Learning Models with Black-box Backdoor Attack

Authors: Jiayi Hua, Kailong Wang, Meizhen Wang, Guangdong Bai, Xiapu Luo, Haoyu Wang | Published: 2024-01-05
バックドア攻撃
マルウェア分類
モデル性能評価

Facebook Report on Privacy of fNIRS data

Authors: Md Imran Hossen, Sai Venkatesh Chilukoti, Liqun Shan, Vijay Srinivas Tida, Xiali Hei | Published: 2024-01-01
プライバシー保護手法
モデル性能評価
連合学習

Differentially Private Low-Rank Adaptation of Large Language Model Using Federated Learning

Authors: Xiao-Yang Liu, Rongyi Zhu, Daochen Zha, Jiechao Gao, Shan Zhong, Matt White, Meikang Qiu | Published: 2023-12-29 | Updated: 2024-06-02
プライバシー保護手法
モデル性能評価
連合学習

Anticipated Network Surveillance — An extrapolated study to predict cyber-attacks using Machine Learning and Data Analytics

Authors: Aviral Srivastava, Dhyan Thakkar, Sharda Valiveti, Pooja Shah, Gaurang Raval | Published: 2023-12-27
データセット生成
モデル性能評価
文献リスト

A Learning oriented DLP System based on Classification Model

Authors: Kishu Gupta, Ashwani Kush | Published: 2023-12-21
データ保護手法
データ前処理
モデル性能評価

Towards an in-depth detection of malware using distributed QCNN

Authors: Tony Quertier, Grégoire Barrué | Published: 2023-12-19
アルゴリズム
モデル性能評価
量子機械学習