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Adversarial Attacks on Machine Learning Systems for High-Frequency Trading
21 February 2020
Micah Goldblum
Avi Schwarzschild
Ankit B. Patel
Tom Goldstein
AAML
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Papers citing
"Adversarial Attacks on Machine Learning Systems for High-Frequency Trading"
12 / 12 papers shown
Title
The Ephemeral Threat: Assessing the Security of Algorithmic Trading Systems powered by Deep Learning
Advije Rizvani
Giovanni Apruzzese
Pavel Laskov
AAML
138
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
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