評価指標

Improving Differential-Neural Distinguisher Model For DES, Chaskey, and PRESENT

Authors: Liu Zhang, Zilong Wang | Published: 2022-04-13
アルゴリズム設計
実験的検証
評価指標

Scalable privacy-preserving cancer type prediction with homomorphic encryption

Authors: Esha Sarkar, Eduardo Chielle, Gamze Gursoy, Leo Chen, Mark Gerstein, Michail Maniatakos | Published: 2022-04-12
プライバシー保護
行列乗算手法
評価指標

BABD: A Bitcoin Address Behavior Dataset for Pattern Analysis

Authors: Yuexin Xiang, Yuchen Lei, Ding Bao, Wei Ren, Tiantian Li, Qingqing Yang, Wenmao Liu, Tianqing Zhu, Kim-Kwang Raymond Choo | Published: 2022-04-10 | Updated: 2022-05-05
アルゴリズム設計
データ抽出と分析
評価指標

Cryptocurrency Valuation: An Explainable AI Approach

Authors: Yulin Liu, Luyao Zhang | Published: 2022-01-30 | Updated: 2023-07-08
トークン収集手法
評価指標
金融インテリジェンス

Towards A Conceptually Simple Defensive Approach for Few-shot classifiers Against Adversarial Support Samples

Authors: Yi Xiang Marcus Tan, Penny Chong, Jiamei Sun, Ngai-man Cheung, Yuval Elovici, Alexander Binder | Published: 2021-10-24
ポイズニング
敵対的サンプルの検知
評価指標

Wavelet Selection and Employment for Side-Channel Disassembly

Authors: Random Gwinn, Mark A. Matties, Aviel D. Rubin | Published: 2021-07-25
ウォーターマーキング
時間周波数解析
評価指標

On the impossibility of non-trivial accuracy under fairness constraints

Authors: Carlos Pinzón, Catuscia Palamidessi, Pablo Piantanida, Frank Valencia | Published: 2021-07-14 | Updated: 2021-11-23
データプライバシー評価
モデルの設計や精度
評価指標

ESCORT: Ethereum Smart COntRacTs Vulnerability Detection using Deep Neural Network and Transfer Learning

Authors: Oliver Lutz, Huili Chen, Hossein Fereidooni, Christoph Sendner, Alexandra Dmitrienko, Ahmad Reza Sadeghi, Farinaz Koushanfar | Published: 2021-03-23
多出力モデル
脆弱性検出
評価指標

Utilising Flow Aggregation to Classify Benign Imitating Attacks

Authors: Hanan Hindy, Robert Atkinson, Christos Tachtatzis, Ethan Bayne, Miroslav Bures, Xavier Bellekens | Published: 2021-03-06
フロー集約手法
攻撃検出
評価指標

Differentially Private ADMM Algorithms for Machine Learning

Authors: Tao Xu, Fanhua Shang, Yuanyuan Liu, Hongying Liu, Longjie Shen, Maoguo Gong | Published: 2020-10-31
DP-SGD
機械学習技術
評価指標