Adversarial Attacks on Machine Learning Systems for High-Frequency
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Adversarial Attacks on Machine Learning Systems for High-Frequency Trading

21 February 2020

Avi Schwarzschild

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Papers citing "Adversarial Attacks on Machine Learning Systems for High-Frequency Trading"

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Title
The Ephemeral Threat: Assessing the Security of Algorithmic Trading Systems powered by Deep Learning Advije Rizvani Giovanni Apruzzese Pavel Laskov AAML 135 0 0 15 May 2025
Harmonic Machine Learning Models are Robust Nicholas S. Kersting Yi Li Aman Mohanty Oyindamola Obisesan Raphael Okochu AAML 84 1 0 29 Apr 2024
Gray-box Adversarial Attack of Deep Reinforcement Learning-based Trading Agents Foozhan Ataiefard Hadi Hemmati AAML 117 2 0 26 Sep 2023
Baseline Defenses for Adversarial Attacks Against Aligned Language Models Neel Jain Avi Schwarzschild Yuxin Wen Gowthami Somepalli John Kirchenbauer Ping Yeh-Chiang Micah Goldblum Aniruddha Saha Jonas Geiping Tom Goldstein AAML 176 410 0 01 Sep 2023
Adversarial Attacks and Defenses in Machine Learning-Powered Networks: A Contemporary Survey Yulong Wang Tong Sun Shenghong Li Xinnan Yuan W. Ni Ekram Hossain H. Vincent Poor AAML 107 18 0 11 Mar 2023
Shadows Aren't So Dangerous After All: A Fast and Robust Defense Against Shadow-Based Adversarial Attacks Andrew Wang Wyatt Mayor Ryan Smith Gopal Nookula G. Ditzler AAML 58 1 0 18 Aug 2022
Identification of Attack-Specific Signatures in Adversarial Examples Hossein Souri Pirazh Khorramshahi Chun Pong Lau Micah Goldblum Rama Chellappa AAML MLAU 96 4 0 13 Oct 2021
The Threat of Offensive AI to Organizations Yisroel Mirsky Ambra Demontis J. Kotak Ram Shankar Deng Gelei Liu Yang Xinming Zhang Wenke Lee Yuval Elovici Battista Biggio 101 85 0 30 Jun 2021
The Uncanny Similarity of Recurrence and Depth Avi Schwarzschild Arjun Gupta Amin Ghiasi Micah Goldblum Tom Goldstein 83 10 0 22 Feb 2021
LowKey: Leveraging Adversarial Attacks to Protect Social Media Users from Facial Recognition Valeriia Cherepanova Micah Goldblum Harrison Foley Shiyuan Duan John P. Dickerson Gavin Taylor Tom Goldstein AAML PICV 79 136 0 20 Jan 2021
On the Adversarial Robustness of LASSO Based Feature Selection Fuwei Li Lifeng Lai Shuguang Cui AAML 70 19 0 20 Oct 2020
Taking Over the Stock Market: Adversarial Perturbations Against Algorithmic Traders Elior Nehemya Yael Mathov A. Shabtai Yuval Elovici AIFin AAML 18 4 0 19 Oct 2020