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1910.10766
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Trojan Attacks on Wireless Signal Classification with Adversarial Machine Learning
23 October 2019
Kemal Davaslioglu
Y. Sagduyu
AAML
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Papers citing
"Trojan Attacks on Wireless Signal Classification with Adversarial Machine Learning"
27 / 27 papers shown
Title
Backdoor Attacks and Defenses on Semantic-Symbol Reconstruction in Semantic Communications
Yuan-hua Zhou
R. Hu
Yi Qian
AAML
37
3
0
20 Apr 2024
Adversarial Machine Learning and Defense Game for NextG Signal Classification with Deep Learning
Y. Sagduyu
AAML
46
2
0
22 Dec 2022
Vulnerabilities of Deep Learning-Driven Semantic Communications to Backdoor (Trojan) Attacks
Y. Sagduyu
T. Erpek
S. Ulukus
Aylin Yener
AAML
66
13
0
21 Dec 2022
BadRes: Reveal the Backdoors through Residual Connection
Min He
Tianyu Chen
Haoyi Zhou
Shanghang Zhang
Jianxin Li
57
1
0
15 Sep 2022
Wild Networks: Exposure of 5G Network Infrastructures to Adversarial Examples
Giovanni Apruzzese
Rodion Vladimirov
A.T. Tastemirova
Pavel Laskov
AAML
100
16
0
04 Jul 2022
Downlink Power Allocation in Massive MIMO via Deep Learning: Adversarial Attacks and Training
B. Manoj
Meysam Sadeghi
Erik G. Larsson
AAML
55
11
0
14 Jun 2022
A Survey of Neural Trojan Attacks and Defenses in Deep Learning
Jie Wang
Ghulam Mubashar Hassan
Naveed Akhtar
AAML
76
26
0
15 Feb 2022
Jamming Attacks on Federated Learning in Wireless Networks
Yi Shi
Y. Sagduyu
93
12
0
13 Jan 2022
Covert Communications via Adversarial Machine Learning and Reconfigurable Intelligent Surfaces
Brian Kim
T. Erpek
Y. Sagduyu
S. Ulukus
AAML
64
13
0
21 Dec 2021
Adversarial Attacks against Deep Learning Based Power Control in Wireless Communications
Brian Kim
Yi Shi
Y. Sagduyu
T. Erpek
S. Ulukus
AAML
83
27
0
16 Sep 2021
Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning
Yi Shi
Y. Sagduyu
78
17
0
22 Jul 2021
SGBA: A Stealthy Scapegoat Backdoor Attack against Deep Neural Networks
Yingzhe He
Zhili Shen
Chang Xia
Jingyu Hua
Wei Tong
Sheng Zhong
AAML
26
7
0
02 Apr 2021
Adversarial Attacks on Deep Learning Based mmWave Beam Prediction in 5G and Beyond
Brian Kim
Y. Sagduyu
T. Erpek
S. Ulukus
AAML
78
23
0
25 Mar 2021
Adversarial Attacks on Deep Learning Based Power Allocation in a Massive MIMO Network
B. Manoj
Meysam Sadeghi
Erik G. Larsson
AAML
65
23
0
28 Jan 2021
Adversarial Machine Learning for Flooding Attacks on 5G Radio Access Network Slicing
Yi Shi
Y. Sagduyu
AAML
AI4CE
106
30
0
21 Jan 2021
Adversarial Machine Learning for 5G Communications Security
Y. Sagduyu
T. Erpek
Yi Shi
AAML
85
43
0
07 Jan 2021
Developing Future Human-Centered Smart Cities: Critical Analysis of Smart City Security, Interpretability, and Ethical Challenges
Kashif Ahmad
Majdi Maabreh
M. Ghaly
Khalil Khan
Junaid Qadir
Ala I. Al-Fuqaha
115
157
0
14 Dec 2020
Channel Effects on Surrogate Models of Adversarial Attacks against Wireless Signal Classifiers
Brian Kim
Y. Sagduyu
T. Erpek
Kemal Davaslioglu
S. Ulukus
AAML
64
20
0
03 Dec 2020
Adversarial Attacks with Multiple Antennas Against Deep Learning-Based Modulation Classifiers
Brian Kim
Y. Sagduyu
T. Erpek
Kemal Davaslioglu
S. Ulukus
AAML
82
30
0
31 Jul 2020
Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review
Yansong Gao
Bao Gia Doan
Zhi-Li Zhang
Siqi Ma
Jiliang Zhang
Anmin Fu
Surya Nepal
Hyoungshick Kim
AAML
127
233
0
21 Jul 2020
Backdoor Learning: A Survey
Yiming Li
Yong Jiang
Zhifeng Li
Shutao Xia
AAML
167
614
0
17 Jul 2020
How to Make 5G Communications "Invisible": Adversarial Machine Learning for Wireless Privacy
Brian Kim
Y. Sagduyu
Kemal Davaslioglu
T. Erpek
S. Ulukus
AAML
51
29
0
15 May 2020
Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers
Brian Kim
Y. Sagduyu
Kemal Davaslioglu
T. Erpek
S. Ulukus
AAML
89
119
0
11 May 2020
Over-the-Air Adversarial Attacks on Deep Learning Based Modulation Classifier over Wireless Channels
Brian Kim
Y. Sagduyu
Kemal Davaslioglu
T. Erpek
S. Ulukus
AAML
118
70
0
05 Feb 2020
When Wireless Security Meets Machine Learning: Motivation, Challenges, and Research Directions
Y. Sagduyu
Yi Shi
T. Erpek
William C. Headley
Bryse Flowers
G. Stantchev
Zhuo Lu
AAML
73
39
0
24 Jan 2020
Design and Evaluation of a Multi-Domain Trojan Detection Method on Deep Neural Networks
Yansong Gao
Yeonjae Kim
Bao Gia Doan
Zhi-Li Zhang
Gongxuan Zhang
Surya Nepal
Damith C. Ranasinghe
Hyoungshick Kim
AAML
74
91
0
23 Nov 2019
When Attackers Meet AI: Learning-empowered Attacks in Cooperative Spectrum Sensing
Z. Luo
Shangqing Zhao
Zhuo Lu
Jie Xu
Y. Sagduyu
AAML
76
53
0
04 May 2019
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