AIセキュリティポータルbot

Towards usable automated detection of CPU architecture and endianness for arbitrary binary files and object code sequences

Authors: Sami Kairajärvi, Andrei Costin, Timo Hämäläinen | Published: 2019-08-15
データ収集
効率評価
特徴エンジニアリング

Side-Channel Aware Fuzzing

Authors: Philip Sperl, Konstantin Böttinger | Published: 2019-08-14
将来の研究
特徴エンジニアリング
評価手法

Interpretable Encrypted Searchable Neural Networks

Authors: Kai Chen, Zhongrui Lin, Jian Wan, Chungen Xu | Published: 2019-08-14
プライバシー保護技術
暗号学
計算複雑性

Trustable and Automated Machine Learning Running with Blockchain and Its Applications

Authors: Tao Wang, Xinmin Wu, Taiping He | Published: 2019-08-14
スマートコントラクト
ブロックチェーン
犯罪行為検出

On Defending Against Label Flipping Attacks on Malware Detection Systems

Authors: Rahim Taheri, Reza Javidan, Mohammad Shojafar, Zahra Pooranian, Ali Miri, Mauro Conti | Published: 2019-08-13 | Updated: 2020-06-16
ポイズニング
敵対的攻撃手法
計算複雑性

Automatic Model Monitoring for Data Streams

Authors: Fábio Pinto, Marco O. P. Sampaio, Pedro Bizarro | Published: 2019-08-12
オンライン学習
時間ウィンドウ解析
自動モデル監視

nGraph-HE2: A High-Throughput Framework for Neural Network Inference on Encrypted Data

Authors: Fabian Boemer, Anamaria Costache, Rosario Cammarota, Casimir Wierzynski | Published: 2019-08-12 | Updated: 2019-08-29
CKKS最適化
性能評価
暗号化技術

Instance Enhancement Batch Normalization: an Adaptive Regulator of Batch Noise

Authors: Senwei Liang, Zhongzhan Huang, Mingfu Liang, Haizhao Yang | Published: 2019-08-12 | Updated: 2019-09-18
トレーニング手法
深層強化学習
適応型誤用検出

Catching the Phish: Detecting Phishing Attacks using Recurrent Neural Networks (RNNs)

Authors: Lukas Halgas, Ioannis Agrafiotis, Jason R. C. Nurse | Published: 2019-08-09
LSTMモデル性能評価
テキスト分類の応用
特徴エンジニアリング

On the Adversarial Robustness of Neural Networks without Weight Transport

Authors: Mohamed Akrout | Published: 2019-08-09 | Updated: 2019-10-03
堅牢性向上手法
敵対的サンプル
敵対的攻撃手法