文献データベース

Towards Query Efficient Black-box Attacks: An Input-free Perspective

Authors: Yali Du, Meng Fang, Jinfeng Yi, Jun Cheng, Dacheng Tao | Published: 2018-09-09
クエリ生成手法
トリガーの検知
ポイズニング

Structure-Preserving Transformation: Generating Diverse and Transferable Adversarial Examples

Authors: Dan Peng, Zizhan Zheng, Xiaofeng Zhang | Published: 2018-09-08 | Updated: 2018-12-22
モデルの頑健性保証
敵対的サンプルの検知
敵対的移転性

Detecting Potential Local Adversarial Examples for Human-Interpretable Defense

Authors: Xavier Renard, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki | Published: 2018-09-07
モデルの頑健性保証
敵対的移転性
解釈可能性の損失

Are adversarial examples inevitable?

Authors: Ali Shafahi, W. Ronny Huang, Christoph Studer, Soheil Feizi, Tom Goldstein | Published: 2018-09-06 | Updated: 2020-02-03
ロバスト性分析
敵対的サンプル
敵対的サンプルの検知

IDSGAN: Generative Adversarial Networks for Attack Generation against Intrusion Detection

Authors: Zilong Lin, Yong Shi, Zhi Xue | Published: 2018-09-06 | Updated: 2022-05-08
モデルDoS
性能評価
敵対的学習

Adversarial Reprogramming of Text Classification Neural Networks

Authors: Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov, Farinaz Koushanfar | Published: 2018-09-06 | Updated: 2019-08-15
タスク適応手法
モデルの頑健性保証
敵対的移転性

Bridging machine learning and cryptography in defence against adversarial attacks

Authors: Olga Taran, Shideh Rezaeifar, Slava Voloshynovskiy | Published: 2018-09-05
モデルの頑健性保証
モデル抽出攻撃の検知
ロバスト性分析

Adversarial Attacks on Node Embeddings via Graph Poisoning

Authors: Aleksandar Bojchevski, Stephan Günnemann | Published: 2018-09-04 | Updated: 2019-05-27
ポイズニング
モデルの頑健性保証
ロバスト性分析

HASP: A High-Performance Adaptive Mobile Security Enhancement Against Malicious Speech Recognition

Authors: Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen | Published: 2018-09-04
ロバスト性向上手法
性能評価
敵対的サンプルの検知

IoTDots: A Digital Forensics Framework for Smart Environments

Authors: Leonardo Babun, Amit Kumar Sikder, Abbas Acar, A. Selcuk Uluagac | Published: 2018-09-03
FR検出メカニズム
IoTセキュリティ
犯罪行為検出