文献データベース

Data-Driven Model-Based Analysis of the Ethereum Verifier’s Dilemma

Authors: Maher Alharby, Roben Castagna Lunardi, Amjad Aldweesh, Aad van Moorsel | Published: 2020-04-27
シミュレーション結果評価
ブロックチェーン技術
統計的手法

Transferable Perturbations of Deep Feature Distributions

Authors: Nathan Inkawhich, Kevin J Liang, Lawrence Carin, Yiran Chen | Published: 2020-04-27
マルチクラス分類
敵対的攻撃手法
深層学習技術

Printing and Scanning Attack for Image Counter Forensics

Authors: Hailey Joren, Otkrist Gupta, Dan Raviv | Published: 2020-04-27 | Updated: 2020-06-24
アルゴリズム
画像特徴抽出
脆弱性検出

Bias Busters: Robustifying DL-based Lithographic Hotspot Detectors Against Backdooring Attacks

Authors: Kang Liu, Benjamin Tan, Gaurav Rajavendra Reddy, Siddharth Garg, Yiorgos Makris, Ramesh Karri | Published: 2020-04-26
ポイズニング
深層学習技術
防御手法の効果分析

Improved Image Wasserstein Attacks and Defenses

Authors: Edward J. Hu, Adith Swaminathan, Hadi Salman, Greg Yang | Published: 2020-04-26 | Updated: 2023-05-09
ロバスト性分析
敵対的サンプル
敵対的攻撃手法

Privacy in Deep Learning: A Survey

Authors: Fatemehsadat Mireshghallah, Mohammadkazem Taram, Praneeth Vepakomma, Abhishek Singh, Ramesh Raskar, Hadi Esmaeilzadeh | Published: 2020-04-25 | Updated: 2020-11-07
プライバシー保護技術
メンバーシップ推論
深層学習技術

Improved Adversarial Training via Learned Optimizer

Authors: Yuanhao Xiong, Cho-Jui Hsieh | Published: 2020-04-25
ポイズニング
最適化問題
適応型敵対的訓練

NetML: A Challenge for Network Traffic Analytics

Authors: Onur Barut, Yan Luo, Tong Zhang, Weigang Li, Peilong Li | Published: 2020-04-25
TLS特徴分析
マルウェア分類
特徴エンジニアリング

A Black-box Adversarial Attack Strategy with Adjustable Sparsity and Generalizability for Deep Image Classifiers

Authors: Arka Ghosh, Sankha Subhra Mullick, Shounak Datta, Swagatam Das, Rammohan Mallipeddi, Asit Kr. Das | Published: 2020-04-24 | Updated: 2021-09-09
ポイズニング
敵対的攻撃手法
最適化問題

6G White paper: Research challenges for Trust, Security and Privacy

Authors: Mika Ylianttila, Raimo Kantola, Andrei Gurtov, Lozenzo Mucchi, Ian Oppermann, Zheng Yan, Tri Hong Nguyen, Fei Liu, Tharaka Hewa, Madhusanka Liyanage, Ahmad Ijaz, Juha Partala, Robert Abbas, Artur Hecker, Sara Jayousi, Alessio Martinelli, Stefano Caputo, Jonathan Bechtold, Ivan Morales, Andrei Stoica, Giuseppe Abreu, Shahriar Shahabuddin, Erdal Panayirci, Harald Haas, Tanesh Kumar, Basak Ozan Ozparlak, Juha Röning | Published: 2020-04-24 | Updated: 2020-04-30
セキュアな通信チャネル
プライバシー保護技術
物理層セキュリティ