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ORCIDIssa M. Khalil
- > Home > Persons > Issa M. Khalil
Publications
- 2024
[j46]Guanxiong Liu
, Abdallah Khreishah, Fatima Sharadgah, Issa Khalil:
An Adaptive Black-Box Defense Against Trojan Attacks (TrojDef). IEEE Trans. Neural Networks Learn. Syst. 35(4): 5367-5381 (2024)- 2022
- [i21]Guanxiong Liu, Abdallah Khreishah, Fatima Sharadgah, Issa Khalil:
An Adaptive Black-box Defense against Trojan Attacks (TrojDef). CoRR abs/2209.01721 (2022) - 2021
- [c43]Guanxiong Liu, Issa Khalil, Abdallah Khreishah, NhatHai Phan:
A Synergetic Attack against Neural Network Classifiers combining Backdoor and Adversarial Examples. IEEE BigData 2021: 834-846 - [c42]Guanxiong Liu, Issa Khalil, Abdallah Khreishah:
Using Single-Step Adversarial Training to Defend Iterative Adversarial Examples. CODASPY 2021: 17-27 - [c38]Fatima Alsharadgah, Abdallah Khreishah, Mahmoud Al-Ayyoub, Yaser Jararweh, Guanxiong Liu, Issa Khalil, Muhannad Almutiry, Nasir Saeed:
An Adaptive Black-box Defense against Trojan Attacks on Text Data. SNAMS 2021: 1-8 - [i18]Guanxiong Liu, Issa Khalil, Abdallah Khreishah, NhatHai Phan:
A Synergetic Attack against Neural Network Classifiers combining Backdoor and Adversarial Examples. CoRR abs/2109.01275 (2021) - 2020
- [j43]Guanxiong Liu, Issa Khalil, Abdallah Khreishah, Abdulelah Abdallah Algosaibi, Adel Aldalbahi, Mohammed Alnaeem, Abdulaziz Alhumam, Mohammed Anan:
ManiGen: A Manifold Aided Black-Box Generator of Adversarial Examples. IEEE Access 8: 197086-197096 (2020) - [i17]Guanxiong Liu, Issa Khalil, Abdallah Khreishah:
Using Single-Step Adversarial Training to Defend Iterative Adversarial Examples. CoRR abs/2002.09632 (2020) - [i15]Guanxiong Liu, Issa Khalil, Abdallah Khreishah, Abdulelah Abdallah Algosaibi, Adel Aldalbahi, Mohammed Alaneem, Abdulaziz Alhumam, Mohammed Anan:
ManiGen: A Manifold Aided Black-box Generator of Adversarial Examples. CoRR abs/2007.05817 (2020) - 2019
- [c35]Guanxiong Liu, Issa Khalil, Abdallah Khreishah:
Using Intuition from Empirical Properties to Simplify Adversarial Training Defense. DSN Workshops 2019: 58-61 - [c34]Guanxiong Liu, Issa Khalil, Abdallah Khreishah:
ZK-GanDef: A GAN Based Zero Knowledge Adversarial Training Defense for Neural Networks. DSN 2019: 64-75 - [c33]Guanxiong Liu, Issa Khalil, Abdallah Khreishah:
GanDef: A GAN Based Adversarial Training Defense for Neural Network Classifier. SEC 2019: 19-32 - [i12]Guanxiong Liu, Issa Khalil, Abdallah Khreishah:
GanDef: A GAN based Adversarial Training Defense for Neural Network Classifier. CoRR abs/1903.02585 (2019) - [i11]Guanxiong Liu, Issa Khalil, Abdallah Khreishah:
ZK-GanDef: A GAN based Zero Knowledge Adversarial Training Defense for Neural Networks. CoRR abs/1904.08516 (2019) - [i10]Guanxiong Liu, Issa Khalil, Abdallah Khreishah:
Using Intuition from Empirical Properties to Simplify Adversarial Training Defense. CoRR abs/1906.11729 (2019)
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