How to 0wn NAS in Your Spare Time

How to 0wn NAS in Your Spare Time

17 February 2020

Sanghyun Hong

Michael Davinroy

Dana Dachman-Soled

Papers citing "How to 0wn NAS in Your Spare Time"

18 / 18 papers shown

Title
A Semi Black-Box Adversarial Bit-Flip Attack with Limited DNN Model Information B. Ghavami Mani Sadati M. Shahidzadeh Lesley Shannon S. Wilton AAML 65 0 0 12 Dec 2024
What Was Your Prompt? A Remote Keylogging Attack on AI Assistants Roy Weiss Daniel Ayzenshteyn Guy Amit Yisroel Mirsky 55 12 0 14 Mar 2024
Army of Thieves: Enhancing Black-Box Model Extraction via Ensemble based sample selection Akshit Jindal Vikram Goyal Saket Anand Chetan Arora FedML 12 2 0 08 Nov 2023
Mercury: An Automated Remote Side-channel Attack to Nvidia Deep Learning Accelerator Xi-ai Yan Xiaoxuan Lou Guowen Xu Han Qiu Shangwei Guo Chip Hong Chang Tianwei Zhang AAML 11 7 0 02 Aug 2023
Privacy of Autonomous Vehicles: Risks, Protection Methods, and Future Directions Chulin Xie Zhong Cao Yunhui Long Diange Yang Ding Zhao Bo-wen Li 11 4 0 08 Sep 2022
Demystifying Arch-hints for Model Extraction: An Attack in Unified Memory System Zhendong Wang Xiaoming Zeng Xulong Tang Danfeng Zhang Xingbo Hu Yang Hu AAML MIACV FedML 19 6 0 29 Aug 2022
Careful What You Wish For: on the Extraction of Adversarially Trained Models Kacem Khaled Gabriela Nicolescu F. Magalhães MIACV AAML 24 4 0 21 Jul 2022
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences Daryna Oliynyk Rudolf Mayer Andreas Rauber 39 106 0 16 Jun 2022
DeepSteal: Advanced Model Extractions Leveraging Efficient Weight Stealing in Memories Adnan Siraj Rakin Md Hafizul Islam Chowdhuryy Fan Yao Deliang Fan AAML MIACV 25 110 0 08 Nov 2021
On the Security Risks of AutoML Ren Pang Zhaohan Xi S. Ji Xiapu Luo Ting Wang AAML 11 10 0 12 Oct 2021
Can one hear the shape of a neural network?: Snooping the GPU via Magnetic Side Channel H. Maia Chang Xiao Dingzeyu Li E. Grinspun Changxi Zheng AAML 29 27 0 15 Sep 2021
Ownership Verification of DNN Architectures via Hardware Cache Side Channels Xiaoxuan Lou Shangwei Guo Jiwei Li Tianwei Zhang 11 11 0 06 Feb 2021
Database Reconstruction from Noisy Volumes: A Cache Side-Channel Attack on SQLite Aria Shahverdi M. Shirinov Dana Dachman-Soled AAML 13 16 0 26 Jun 2020
De-Anonymizing Text by Fingerprinting Language Generation Zhen Sun R. Schuster Vitaly Shmatikov 13 6 0 17 Jun 2020
A Protection against the Extraction of Neural Network Models H. Chabanne Vincent Despiegel Linda Guiga FedML 11 5 0 26 May 2020
Cryptanalytic Extraction of Neural Network Models Nicholas Carlini Matthew Jagielski Ilya Mironov FedML MLAU MIACV AAML 70 134 0 10 Mar 2020
Quantifying (Hyper) Parameter Leakage in Machine Learning Vasisht Duddu D. V. Rao AAML MIACV FedML 20 5 0 31 Oct 2019
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016