Benjamin Zi Hao Zhao | DeepAI

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Featured Co-authors

Hui Liu
95 publications
Hu Wang
47 publications
Nicolas Kourtellis
44 publications
Mohamed Ali Kaafar
31 publications
Minhui Xue
27 publications
Olga Ohrimenko
22 publications
Shiqing Ma
22 publications
Kanchana Thilakarathna
17 publications
Hassan Jameel Asghar
16 publications
Ke Deng
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Haifeng Qian
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∙ 04/06/2023

Those Aren't Your Memories, They're Somebody Else's: Seeding Misinformation in Chat Bot Memories

One of the new developments in chit-chat bots is a long-term memory mech...

0 Conor Atkins, et al. ∙

∙ 12/07/2022

DDoD: Dual Denial of Decision Attacks on Human-AI Teams

Artificial Intelligence (AI) systems have been increasingly used to make...

0 Benjamin Tag, et al. ∙

∙ 11/04/2022

Unintended Memorization and Timing Attacks in Named Entity Recognition Models

Named entity recognition models (NER), are widely used for identifying n...

0 Rana Salal Ali, et al. ∙

∙ 10/22/2021

MANDERA: Malicious Node Detection in Federated Learning via Ranking

Federated learning is a distributed learning paradigm which seeks to pre...

0 Wanchuang Zhu, et al. ∙

∙ 05/01/2021

Hidden Backdoors in Human-Centric Language Models

Natural language processing (NLP) systems have been proven to be vulnera...

13 Shaofeng Li, et al. ∙

∙ 03/12/2021

On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models

With an increase in low-cost machine learning APIs, advanced machine lea...

0 Benjamin Zi Hao Zhao, et al. ∙

∙ 02/23/2021

Oriole: Thwarting Privacy against Trustworthy Deep Learning Models

Deep Neural Networks have achieved unprecedented success in the field of...

16 Liuqiao Chen, et al. ∙

∙ 08/20/2020

Not one but many Tradeoffs: Privacy Vs. Utility in Differentially Private Machine Learning

Data holders are increasingly seeking to protect their user's privacy, w...

0 Benjamin Zi Hao Zhao, et al. ∙

∙ 07/22/2020

Exploiting Behavioral Side-Channels in Observation Resilient Cognitive Authentication Schemes

Observation Resilient Authentication Schemes (ORAS) are a class of share...

0 Benjamin Zi Hao Zhao, et al. ∙

∙ 07/16/2020

Deep Learning Backdoors

Intuitively, a backdoor attack against Deep Neural Networks (DNNs) is to...

0 Shaofeng Li, et al. ∙

∙ 06/21/2020

With Great Dispersion Comes Greater Resilience: Efficient Poisoning Attacks and Defenses for Online Regression Models

With the rise of third parties in the machine learning pipeline, the ser...

0 Jialin Wen, et al. ∙

∙ 01/13/2020

On the Resilience of Biometric Authentication Systems against Random Inputs

We assess the security of machine learning based biometric authenticatio...

0 Benjamin Zi Hao Zhao, et al. ∙

∙ 09/06/2019

Invisible Backdoor Attacks Against Deep Neural Networks

Deep neural networks (DNNs) have been proven vulnerable to backdoor atta...

0 Shaofeng Li, et al. ∙

∙ 08/28/2019

On Inferring Training Data Attributes in Machine Learning Models

A number of recent works have demonstrated that API access to machine le...

0 Benjamin Zi Hao Zhao, et al. ∙

∙ 04/24/2019

A Decade of Mal-Activity Reporting: A Retrospective Analysis of Internet Malicious Activity Blacklists

This paper focuses on reporting of Internet malicious activity (or mal-a...

0 Benjamin Zi Hao Zhao, et al. ∙

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