Qu-ANTI-zation: Exploiting Quantization Artifacts for Achieving Adversarial Outcomes
Hong, Sanghyun, Panaitescu-Liess, Michael-Andrei, Kaya, Yiğitcan, Dumitraş, Tudor
Year of Publication 26.10.2021
Year of Publication 26.10.2021
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Journal Article
A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Inference
Hong, Sanghyun, Kaya, Yiğitcan, Modoranu, Ionuţ-Vlad, Dumitraş, Tudor
Year of Publication 05.10.2020
Year of Publication 05.10.2020
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Journal Article
On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping
Hong, Sanghyun, Chandrasekaran, Varun, Kaya, Yiğitcan, Dumitraş, Tudor, Papernot, Nicolas
Year of Publication 26.02.2020
Year of Publication 26.02.2020
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Journal Article
Terminal Brain Damage: Exposing the Graceless Degradation in Deep Neural Networks Under Hardware Fault Attacks
Hong, Sanghyun, Frigo, Pietro, Kaya, Yiğitcan, Giuffrida, Cristiano, Dumitraş, Tudor
Year of Publication 03.06.2019
Year of Publication 03.06.2019
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Journal Article
Breaking Bad: Forecasting Adversarial Android Bad Behavior
Li, Shang, Kumar, Srijan, Dumitras, Tudor, Subrahmanian, V. S.
Published in From Database to Cyber Security (2018)
Published in From Database to Cyber Security (2018)
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Book Chapter
How to 0wn NAS in Your Spare Time
Hong, Sanghyun, Davinroy, Michael, Kaya, Yiğitcan, Dachman-Soled, Dana, Dumitraş, Tudor
Year of Publication 17.02.2020
Year of Publication 17.02.2020
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Journal Article
Technical Report: When Does Machine Learning FAIL? Generalized Transferability for Evasion and Poisoning Attacks
Suciu, Octavian, Mărginean, Radu, Kaya, Yiğitcan, DauméIII, Hal, Dumitraş, Tudor
Year of Publication 19.03.2018
Year of Publication 19.03.2018
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Journal Article
Analysis of SSL certificate reissues and revocations in the wake of heartbleed
Zhang, Liang, Choffnes, David, Dumitraş, Tudor, Levin, Dave, Mislove, Alan, Schulman, Aaron, Wilson, Christo
Published in Communications of the ACM (01.03.2018)
Published in Communications of the ACM (01.03.2018)
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Magazine Article
Cloud software upgrades: Challenges and opportunities
Neamtiu, I., Dumitras, T.
Published in 2011 International Workshop on the Maintenance and Evolution of Service-Oriented and Cloud-Based Systems (01.09.2011)
Published in 2011 International Workshop on the Maintenance and Evolution of Service-Oriented and Cloud-Based Systems (01.09.2011)
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Conference Proceeding
Architecting and Implementing Versatile Dependability
Dumitraş, Tudor, Srivastava, Deepti, Narasimhan, Priya
Published in Architecting Dependable Systems III (2005)
Published in Architecting Dependable Systems III (2005)
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Book Chapter
Security Analysis of Deep Neural Networks Operating in the Presence of Cache Side-Channel Attacks
Hong, Sanghyun, Davinroy, Michael, Kaya, Yiǧitcan, Locke, Stuart Nevans, Rackow, Ian, Kulda, Kevin, Dachman-Soled, Dana, Dumitraş, Tudor
Year of Publication 08.10.2018
Year of Publication 08.10.2018
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Journal Article
How to 0wn NAS in Your Spare Time
Hong, Sanghyun, Davinroy, Michael, Kaya, Yiğitcan, Dachman-Soled, Dana, Tudor Dumitraş
Published in arXiv.org (25.02.2021)
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Published in arXiv.org (25.02.2021)
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