Benjamin Zi Hao Zhao

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 50

Top Topics

Learning Models

Linear Regression Models

Authentication Scheme

Top Venues

Proc. Priv. Enhancing Technol.

Publications

Shuo Wang, Hongsheng Hu, Jiamin Chang, Benjamin Zi Hao Zhao, Qi Alfred Chen, Minhui Xue
DNN-GP: Diagnosing and Mitigating Model's Faults Using Latent Concepts. USENIX Security Symposium (2024)
Hina Qayyum, Muhammad Ikram, Benjamin Zi Hao Zhao, Ian D. Wood, Mohamad Ali Kâafar, Nicolas Kourtellis
SenTopX: Benchmark for User Sentiment on Various Topics. CoRR (2024)
Hassan Jameel Asghar, Benjamin Zi Hao Zhao, Muhammad Ikram, Giang Linh Duc Nguyen, Dali Kaafar, Sean Lamont, Daniel Coscia
Use of cryptography in malware obfuscation. J. Comput. Virol. Hacking Tech. 20 (1) (2024)
Hina Qayyum, Muhammad Ikram, Benjamin Zi Hao Zhao, Ian D. Wood, Nicolas Kourtellis, Mohamed Ali Kâafar
Exploring the Distinctive Tweeting Patterns of Toxic Twitter Users. CoRR (2024)
Benjamin Zi Hao Zhao, Muhammad Ikram, Mohamed Ali Kâafar
GPTs Window Shopping: An analysis of the Landscape of Custom ChatGPT Models. CoRR (2024)
Hina Qayyum, Muhammad Ikram, Benjamin Zi Hao Zhao, Ian D. Wood, Nicolas Kourtellis, Mohamed Ali Kâafar
On mission Twitter Profiles: A Study of Selective Toxic Behavior. CoRR (2024)
Ali Reza Ghavamipour, Benjamin Zi Hao Zhao, Fatih Turkmen
Privacy-Preserving, Dropout-Resilient Aggregation in Decentralized Learning. CoRR (2024)
Ali Reza Ghavamipour, Benjamin Zi Hao Zhao, Oguzhan Ersoy, Fatih Turkmen
Privacy-Preserving Aggregation for Decentralized Learning with Byzantine-Robustness. CoRR (2024)
Hina Qayyum, Benjamin Zi Hao Zhao, Ian D. Wood, Muhammad Ikram, Mohamed Ali Kâafar, Nicolas Kourtellis
A longitudinal study of the top 1% toxic Twitter profiles. CoRR (2023)
Hina Qayyum, Muhammad Ikram, Benjamin Zi Hao Zhao, Ian D. Wood, Nicolas Kourtellis, Mohamed Ali Kâafar
On mission Twitter Profiles: A Study of Selective Toxic Behavior. BigData (2023)
Conor Atkins, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Ian D. Wood, Mohamed Ali Kâafar
Those Aren't Your Memories, They're Somebody Else's: Seeding Misinformation in Chat Bot Memories. CoRR (2023)
Conor Atkins, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Ian D. Wood, Mohamed Ali Kâafar
Those Aren't Your Memories, They're Somebody Else's: Seeding Misinformation in Chat Bot Memories. ACNS (1) (2023)
Hina Qayyum, Muhammad Ikram, Benjamin Zi Hao Zhao, Ian D. Wood, Nicolas Kourtellis, Mohamed Ali Kâafar
Exploring the Distinctive Tweeting Patterns of Toxic Twitter Users. BigData (2023)
Hina Qayyum, Benjamin Zi Hao Zhao, Ian D. Wood, Muhammad Ikram, Nicolas Kourtellis, Mohamad Ali Kâafar
A longitudinal study of the top 1% toxic Twitter profiles. WebSci (2023)
Rana Salal Ali, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Tham Nguyen, Ian David Wood, Mohamed Ali Kâafar
Unintended Memorization and Timing Attacks in Named Entity Recognition Models. Proc. Priv. Enhancing Technol. 2023 (2) (2023)
Benjamin Tag, Niels van Berkel, Sunny Verma, Benjamin Zi Hao Zhao, Shlomo Berkovsky, Dali Kaafar, Vassilis Kostakos, Olga Ohrimenko
DDoD: Dual Denial of Decision Attacks on Human-AI Teams. IEEE Pervasive Comput. 22 (1) (2023)
Hassan Jameel Asghar, Benjamin Zi Hao Zhao, Muhammad Ikram, Giang L. D. Nguyen, Dali Kaafar, Sean Lamont, Daniel Coscia
SoK: Use of Cryptography in Malware Obfuscation. CoRR (2022)
Rana Salal Ali, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Tham Nguyen, Ian David Wood, Dali Kaafar
Unintended Memorization and Timing Attacks in Named Entity Recognition Models. CoRR (2022)
Hina Qayyum, Benjamin Zi Hao Zhao, Ian D. Wood, Muhammad Ikram, Mohamed Ali Kâafar, Nicolas Kourtellis
A deep dive into the consistently toxic 1% of Twitter. CoRR (2022)
Shaofeng Li, Tian Dong, Benjamin Zi Hao Zhao, Minhui Xue, Suguo Du, Haojin Zhu
Backdoors Against Natural Language Processing: A Review. IEEE Secur. Priv. 20 (5) (2022)
Benjamin Tag, Niels van Berkel, Sunny Verma, Benjamin Zi Hao Zhao, Shlomo Berkovsky, Dali Kaafar, Vassilis Kostakos, Olga Ohrimenko
DDoD: Dual Denial of Decision Attacks on Human-AI Teams. CoRR (2022)
Hassan Jameel Asghar, Benjamin Zi Hao Zhao, Muhammad Ikram, Giang Nguyen, Dali Kaafar, Sean Lamont, Daniel Coscia
SoK: Use of Cryptography in Malware Obfuscation. IACR Cryptol. ePrint Arch. 2022 (2022)
Shaofeng Li, Hui Liu, Tian Dong, Benjamin Zi Hao Zhao, Minhui Xue, Haojin Zhu, Jialiang Lu
Hidden Backdoors in Human-Centric Language Models. CCS (2021)
Yuantian Miao, Minhui Xue, Chao Chen, Lei Pan, Jun Zhang, Benjamin Zi Hao Zhao, Dali Kaafar, Yang Xiang
The Audio Auditor: User-Level Membership Inference in Internet of Things Voice Services. Proc. Priv. Enhancing Technol. 2021 (1) (2021)
Shaofeng Li, Minhui Xue, Benjamin Zi Hao Zhao, Haojin Zhu, Xinpeng Zhang
Invisible Backdoor Attacks on Deep Neural Networks Via Steganography and Regularization. IEEE Trans. Dependable Secur. Comput. 18 (5) (2021)
Shaofeng Li, Hui Liu, Tian Dong, Benjamin Zi Hao Zhao, Minhui Xue, Haojin Zhu, Jialiang Lu
Hidden Backdoors in Human-Centric Language Models. CoRR (2021)
Jialin Wen, Benjamin Zi Hao Zhao, Minhui Xue, Alina Oprea, Haifeng Qian
With Great Dispersion Comes Greater Resilience: Efficient Poisoning Attacks and Defenses for Linear Regression Models. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Liuqiao Chen, Hu Wang, Benjamin Zi Hao Zhao, Minhui Xue, Haifeng Qian
Oriole: Thwarting Privacy against Trustworthy Deep Learning Models. CoRR (2021)
Wanchuang Zhu, Benjamin Zi Hao Zhao, Simon Luo, Ke Deng
MANDERA: Malicious Node Detection in Federated Learning via Ranking. CoRR (2021)
Liuqiao Chen, Hu Wang, Benjamin Zi Hao Zhao, Minhui Xue, Haifeng Qian
Oriole: Thwarting Privacy Against Trustworthy Deep Learning Models. ACISP (2021)
Benjamin Zi Hao Zhao, Aviral Agrawal, Catisha Coburn, Hassan Jameel Asghar, Raghav Bhaskar, Mohamed Ali Kâafar, Darren Webb, Peter Dickinson
On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models. CoRR (2021)
Benjamin Zi Hao Zhao, Aviral Agrawal, Catisha Coburn, Hassan Jameel Asghar, Raghav Bhaskar, Mohamed Ali Kâafar, Darren Webb, Peter Dickinson
On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models. EuroS&P (2021)
Jialin Wen, Benjamin Zi Hao Zhao, Minhui Xue, Haifeng Qian
With Great Dispersion Comes Greater Resilience: Efficient Poisoning Attacks and Defenses for Online Regression Models. CoRR (2020)
Shaofeng Li, Shiqing Ma, Minhui Xue, Benjamin Zi Hao Zhao
Deep Learning Backdoors. CoRR (2020)
Benjamin Zi Hao Zhao, Mohamed Ali Kâafar, Nicolas Kourtellis
Not one but many Tradeoffs: Privacy Vs. Utility in Differentially Private Machine Learning. CCSW@CCS (2020)
Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Mohamed Ali Kâafar
On the Resilience of Biometric Authentication Systems against Random Inputs. CoRR (2020)
Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Mohamed Ali Kâafar
On the Resilience of Biometric Authentication Systems against Random Inputs. NDSS (2020)
Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Mohamed Ali Kâafar, Francesca Trevisan, Haiyue Yuan
Exploiting Behavioral Side-Channels in Observation Resilient Cognitive Authentication Schemes. CoRR (2020)
Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Mohamed Ali Kâafar, Francesca Trevisan, Haiyue Yuan
Exploiting Behavioral Side Channels in Observation Resilient Cognitive Authentication Schemes. ACM Trans. Priv. Secur. 24 (1) (2020)
Benjamin Zi Hao Zhao, Mohamed Ali Kâafar, Nicolas Kourtellis
Not one but many Tradeoffs: Privacy Vs. Utility in Differentially Private Machine Learning. CoRR (2020)
Jialin Wen, Benjamin Zi Hao Zhao, Minhui Xue, Haifeng Qian
PALOR: Poisoning Attacks Against Logistic Regression. ACISP (2020)
Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Raghav Bhaskar, Mohamed Ali Kâafar
On Inferring Training Data Attributes in Machine Learning Models. CoRR (2019)
Benjamin Zi Hao Zhao, Muhammad Ikram, Hassan Jameel Asghar, Mohamed Ali Kâafar, Abdelberi Chaabane, Kanchana Thilakarathna
A Decade of Mal-Activity Reporting: A Retrospective Analysis of Internet Malicious Activity Blacklists. CoRR (2019)
Shaofeng Li, Benjamin Zi Hao Zhao, Jiahao Yu, Minhui Xue, Dali Kaafar, Haojin Zhu
Invisible Backdoor Attacks Against Deep Neural Networks. CoRR (2019)
Yuantian Miao, Benjamin Zi Hao Zhao, Minhui Xue, Chao Chen, Lei Pan, Jun Zhang, Dali Kaafar, Yang Xiang
The Audio Auditor: Participant-Level Membership Inference in Voice-Based IoT. CoRR (2019)
Benjamin Zi Hao Zhao, Muhammad Ikram, Hassan Jameel Asghar, Mohamed Ali Kâafar, Abdelberi Chaabane, Kanchana Thilakarathna
A Decade of Mal-Activity Reporting: A Retrospective Analysis of Internet Malicious Activity Blacklists. AsiaCCS (2019)
Rahat Masood, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Mohamed Ali Kâafar
Touch and You're Trapp(ck)ed: Quantifying the Uniqueness of Touch Gestures for Tracking. Proc. Priv. Enhancing Technol. 2018 (2) (2018)
Jagmohan Chauhan, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Jonathan Chan, Mohamed Ali Kâafar
BehavioCog: An Observation Resistant Authentication Scheme. Financial Cryptography (2017)
Rahat Masood, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Mohamed Ali Kâafar
POSTER: TouchTrack: How Unique are your Touch Gestures? CCS (2017)
Jagmohan Chauhan, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Jonathan Chan, Mohamed Ali Kâafar
BehavioCog: An Observation Resistant Authentication Scheme. CoRR (2016)