Towards Seamless Tracking-Free Web: Improved Detection of Trackers via One-class Learning
Authors: Muhammad Ikram, Hassan Jameel Asghar, Mohamed Ali Kaafar, Balachander Krishnamurthy, Anirban Mahanti | Published: 2016-03-20
A Survey of Stealth Malware: Attacks, Mitigation Measures, and Steps Toward Autonomous Open World Solutions
Authors: Ethan M. Rudd, Andras Rozsa, Manuel Günther, Terrance E. Boult | Published: 2016-03-19 | Updated: 2016-12-02
Communication-Efficient Learning of Deep Networks from Decentralized Data
Authors: H. Brendan McMahan, Eider Moore, Daniel Ramage, Seth Hampson, Blaise Agüera y Arcas | Published: 2016-02-17 | Updated: 2023-01-26
“Why Should I Trust You?”: Explaining the Predictions of Any Classifier
Authors: Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin | Published: 2016-02-16 | Updated: 2016-08-09
Secure Approximation Guarantee for Cryptographically Private Empirical Risk Minimization
Authors: Toshiyuki Takada, Hiroyuki Hanada, Yoshiji Yamada, Jun Sakuma, Ichiro Takeuchi | Published: 2016-02-15
Practical Black-Box Attacks against Machine Learning
Authors: Nicolas Papernot, Patrick McDaniel, Ian Goodfellow, Somesh Jha, Z. Berkay Celik, Ananthram Swami | Published: 2016-02-08 | Updated: 2017-03-19
YOURPRIVACYPROTECTOR, A recommender system for privacy settings in social networks
Authors: Kambiz Ghazinour, Stan Matwin, Marina Sokolova | Published: 2016-02-05
When Coding Style Survives Compilation: De-anonymizing Programmers from Executable Binaries
Authors: Aylin Caliskan, Fabian Yamaguchi, Edwin Dauber, Richard Harang, Konrad Rieck, Rachel Greenstadt, Arvind Narayanan | Published: 2015-12-28 | Updated: 2017-12-18
Using Data Analytics to Detect Anomalous States in Vehicles
Authors: Sandeep Nair Narayanan, Sudip Mittal, Anupam Joshi | Published: 2015-12-25
Deep-Spying: Spying using Smartwatch and Deep Learning
Authors: Tony Beltramelli, Sebastian Risi | Published: 2015-12-17