Tudor Dumitras

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 51

Top Topics

Countermeasures

Top Venues

USENIX Security Symposium

Publications

Shoumik Saha, Wenxiao Wang, Yigitcan Kaya, Soheil Feizi, Tudor Dumitras
DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness. ICLR (2024)
Erin Avllazagaj, Yonghwi Kwon, Tudor Dumitras
SCAVY: Automated Discovery of Memory Corruption Targets in Linux Kernel for Privilege Escalation. USENIX Security Symposium (2024)
Yigitcan Kaya, Yizheng Chen, Shoumik Saha, Fabio Pierazzi, Lorenzo Cavallaro, David A. Wagner, Tudor Dumitras
Demystifying Behavior-Based Malware Detection at Endpoints. CoRR (2024)
Kamala Varma, Arda Numanoglu, Yigitcan Kaya, Tudor Dumitras
Understanding, Uncovering, and Mitigating the Causes of Inference Slowdown for Language Models. SaTML (2024)
Michael-Andrei Panaitescu-Liess, Yigitcan Kaya, Sicheng Zhu, Furong Huang, Tudor Dumitras
Like Oil and Water: Group Robustness Methods and Poisoning Defenses May Be at Odds. ICLR (2024)
Octavian Suciu, Connor Nelson, Zhuoer Lyu, Tiffany Bao, Tudor Dumitras
Expected Exploitability: Predicting the Development of Functional Vulnerability Exploits. USENIX Security Symposium (2022)
Octavian Suciu, Connor Nelson, Zhuoer Lyu, Tiffany Bao, Tudor Dumitras
Expected Exploitability: Predicting the Development of Functional Vulnerability Exploits. CoRR (2021)
Erin Avllazagaj, Ziyun Zhu, Leyla Bilge, Davide Balzarotti, Tudor Dumitras
When Malware Changed Its Mind: An Empirical Study of Variable Program Behaviors in the Real World. USENIX Security Symposium (2021)
Yigitcan Kaya, Tudor Dumitras
When Does Data Augmentation Help With Membership Inference Attacks? ICML (2021)
Sanghyun Hong, Yigitcan Kaya, Ionut-Vlad Modoranu, Tudor Dumitras
A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Inference. ICLR (2021)
Sanghyun Hong, Michael-Andrei Panaitescu-Liess, Yigitcan Kaya, Tudor Dumitras
Qu-ANTI-zation: Exploiting Quantization Artifacts for Achieving Adversarial Outcomes. NeurIPS (2021)
Doowon Kim, Haehyun Cho, Yonghwi Kwon, Adam Doupé, Sooel Son, Gail-Joon Ahn, Tudor Dumitras
Security Analysis on Practices of Certificate Authorities in the HTTPS Phishing Ecosystem. AsiaCCS (2021)
Sanghyun Hong, Michael-Andrei Panaitescu-Liess, Yigitcan Kaya, Tudor Dumitras
Qu-ANTI-zation: Exploiting Quantization Artifacts for Achieving Adversarial Outcomes. CoRR (2021)
Sanghyun Hong, Yigitcan Kaya, Ionut-Vlad Modoranu, Tudor Dumitras
A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Inference. CoRR (2020)
Sanghyun Hong, Varun Chandrasekaran, Yigitcan Kaya, Tudor Dumitras, Nicolas Papernot
On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping. CoRR (2020)
Yigitcan Kaya, Sanghyun Hong, Tudor Dumitras
On the Effectiveness of Regularization Against Membership Inference Attacks. CoRR (2020)
Sanghyun Hong, Michael Davinroy, Yigitcan Kaya, Dana Dachman-Soled, Tudor Dumitras
How to 0wn NAS in Your Spare Time. CoRR (2020)
Sanghyun Hong, Michael Davinroy, Yigitcan Kaya, Dana Dachman-Soled, Tudor Dumitras
How to 0wn the NAS in Your Spare Time. ICLR (2020)
Sanghyun Hong, Tae-Hoon Kim, Tudor Dumitras, Jonghyun Choi
Poster: On the Feasibility of Training Neural Networks with Visibly Watermarked Dataset. CoRR (2019)
Sanghyun Hong, Pietro Frigo, Yigitcan Kaya, Cristiano Giuffrida, Tudor Dumitras
Terminal Brain Damage: Exposing the Graceless Degradation in Deep Neural Networks Under Hardware Fault Attacks. USENIX Security Symposium (2019)
Carl Sabottke, Daniel Chen, Lucas Layman, Tudor Dumitras
How to trick the Borg: threat models against manual and automated techniques for detecting network attacks. Comput. Secur. 81 (2019)
Yigitcan Kaya, Sanghyun Hong, Tudor Dumitras
Shallow-Deep Networks: Understanding and Mitigating Network Overthinking. ICML (2019)
Sanghyun Hong, Pietro Frigo, Yigitcan Kaya, Cristiano Giuffrida, Tudor Dumitras
Terminal Brain Damage: Exposing the Graceless Degradation in Deep Neural Networks Under Hardware Fault Attacks. CoRR (2019)
Ziyun Zhu, Tudor Dumitras
ChainSmith: Automatically Learning the Semantics of Malicious Campaigns by Mining Threat Intelligence Reports. EuroS&P (2018)
Liang Zhang, David R. Choffnes, Tudor Dumitras, Dave Levin, Alan Mislove, Aaron Schulman, Christo Wilson
Analysis of SSL certificate reissues and revocations in the wake of heartbleed. Commun. ACM 61 (3) (2018)
Tudor Dumitras, Yigitcan Kaya, Radu Marginean, Octavian Suciu
Too Big to FAIL: What You Need to Know Before Attacking a Machine Learning System. Security Protocols Workshop (2018)
Tudor Dumitras
Too Big to FAIL: What You Need to Know Before Attacking a Machine Learning System (Transcript of Discussion). Security Protocols Workshop (2018)
Ali Shafahi, W. Ronny Huang, Mahyar Najibi, Octavian Suciu, Christoph Studer, Tudor Dumitras, Tom Goldstein
Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks. NeurIPS (2018)
Doowon Kim, Bum Jun Kwon, Kristián Kozák, Christopher Gates, Tudor Dumitras
The Broken Shield: Measuring Revocation Effectiveness in the Windows Code-Signing PKI. USENIX Security Symposium (2018)
Elissa M. Redmiles, Ziyun Zhu, Sean Kross, Dhruv Kuchhal, Tudor Dumitras, Michelle L. Mazurek
Asking for a Friend: Evaluating Response Biases in Security User Studies. CCS (2018)
Kristián Kozák, Bum Jun Kwon, Doowon Kim, Christopher Gates, Tudor Dumitras
Issued for Abuse: Measuring the Underground Trade in Code Signing Certificate. CoRR (2018)
Sanghyun Hong, Abhinav Srivastava, William Shambrook, Tudor Dumitras
Go Serverless: Securing Cloud via Serverless Design Patterns. HotCloud (2018)
Sanghyun Hong, Alina Nicolae, Abhinav Srivastava, Tudor Dumitras
Peek-a-boo: Inferring program behaviors in a virtualized infrastructure without introspection. Comput. Secur. 79 (2018)
Octavian Suciu, Radu Marginean, Yigitcan Kaya, Hal Daumé III, Tudor Dumitras
When Does Machine Learning FAIL? Generalized Transferability for Evasion and Poisoning Attacks. USENIX Security Symposium (2018)
Sanghyun Hong, Michael Davinroy, Yigitcan Kaya, Stuart Nevans Locke, Ian Rackow, Kevin Kulda, Dana Dachman-Soled, Tudor Dumitras
Security Analysis of Deep Neural Networks Operating in the Presence of Cache Side-Channel Attacks. CoRR (2018)
Octavian Suciu, Radu Marginean, Yigitcan Kaya, Hal Daumé III, Tudor Dumitras
When Does Machine Learning FAIL? Generalized Transferability for Evasion and Poisoning Attacks. CoRR (2018)
Shang Li, Srijan Kumar, Tudor Dumitras, V. S. Subrahmanian
Breaking Bad: Forecasting Adversarial Android Bad Behavior. From Database to Cyber Security (2018)
Ali Shafahi, W. Ronny Huang, Mahyar Najibi, Octavian Suciu, Christoph Studer, Tudor Dumitras, Tom Goldstein
Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks. CoRR (2018)
Yigitcan Kaya, Tudor Dumitras
How to Stop Off-the-Shelf Deep Neural Networks from Overthinking. CoRR (2018)
Chaowei Xiao, Armin Sarabi, Yang Liu, Bo Li, Mingyan Liu, Tudor Dumitras
From Patching Delays to Infection Symptoms: Using Risk Profiles for an Early Discovery of Vulnerabilities Exploited in the Wild. USENIX Security Symposium (2018)
Michael Ovelgönne, Tudor Dumitras, B. Aditya Prakash, V. S. Subrahmanian, Benjamin Wang
Understanding the Relationship between Human Behavior and Susceptibility to Cyber Attacks: A Data-Driven Approach. ACM Trans. Intell. Syst. Technol. 8 (4) (2017)
Armin Sarabi, Ziyun Zhu, Chaowei Xiao, Mingyan Liu, Tudor Dumitras
Patch Me If You Can: A Study on the Effects of Individual User Behavior on the End-Host Vulnerability State. PAM (2017)
Doowon Kim, Bum Jun Kwon, Tudor Dumitras
Certified Malware: Measuring Breaches of Trust in the Windows Code-Signing PKI. CCS (2017)
Rock Stevens, Octavian Suciu, Andrew Ruef, Sanghyun Hong, Michael W. Hicks, Tudor Dumitras
Summoning Demons: The Pursuit of Exploitable Bugs in Machine Learning. CoRR (2017)
Bum Jun Kwon, Virinchi Srinivas, Amol Deshpande, Tudor Dumitras
Catching Worms, Trojan Horses and PUPs: Unsupervised Detection of Silent Delivery Campaigns. NDSS (2017)
Huy Hang, Adnan Bashir, Michalis Faloutsos, Christos Faloutsos, Tudor Dumitras
"Infect-me-not": A user-centric and site-centric study of web-based malware. Networking (2016)
Bum Jun Kwon, Virinchi Srinivas, Amol Deshpande, Tudor Dumitras
Catching Worms, Trojan Horses and PUPs: Unsupervised Detection of Silent Delivery Campaigns. CoRR (2016)
Soumya Indela, Mukul Kulkarni, Kartik Nayak, Tudor Dumitras
Toward Semantic Cryptography APIs. SecDev (2016)
Ziyun Zhu, Tudor Dumitras
FeatureSmith: Automatically Engineering Features for Malware Detection by Mining the Security Literature. CCS (2016)
Soumya Indela, Mukul Kulkarni, Kartik Nayak, Tudor Dumitras
Helping Johnny encrypt: toward semantic interfaces for cryptographic frameworks. Onward! (2016)
Karla Saur, Tudor Dumitras, Michael W. Hicks
Evolving NoSQL Databases without Downtime. ICSME (2016)
Karla Saur, Tudor Dumitras, Michael W. Hicks
Evolving NoSQL Databases Without Downtime. CoRR (2015)
Carl Sabottke, Octavian Suciu, Tudor Dumitras
Vulnerability Disclosure in the Age of Social Media: Exploiting Twitter for Predicting Real-World Exploits. USENIX Security Symposium (2015)
Bum Jun Kwon, Jayanta Mondal, Jiyong Jang, Leyla Bilge, Tudor Dumitras
The Dropper Effect: Insights into Malware Distribution with Downloader Graph Analytics. CCS (2015)
Antonio Nappa, Richard Johnson, Leyla Bilge, Juan Caballero, Tudor Dumitras
The Attack of the Clones: A Study of the Impact of Shared Code on Vulnerability Patching. IEEE Symposium on Security and Privacy (2015)
Evangelos E. Papalexakis, Tudor Dumitras, Duen Horng Chau, B. Aditya Prakash, Christos Faloutsos
SharkFin: Spatio-temporal mining of software adoption and penetration. Soc. Netw. Anal. Min. 4 (1) (2014)
Kartik Nayak, Daniel Marino, Petros Efstathopoulos, Tudor Dumitras
Some Vulnerabilities Are Different Than Others - Studying Vulnerabilities and Attack Surfaces in the Wild. RAID (2014)
Liang Zhang, David R. Choffnes, Dave Levin, Tudor Dumitras, Alan Mislove, Aaron Schulman, Christo Wilson
Analysis of SSL certificate reissues and revocations in the wake of heartbleed. Internet Measurement Conference (2014)
Evangelos E. Papalexakis, Tudor Dumitras, Duen Horng (Polo) Chau, B. Aditya Prakash, Christos Faloutsos
Spatio-temporal mining of software adoption & penetration. ASONAM (2013)
Tudor Dumitras, Priya Narasimhan
A study of unpredictability in fault-tolerant middleware. Comput. Networks 57 (3) (2013)
Leyla Bilge, Tudor Dumitras
Investigating Zero-Day Attacks. login Usenix Mag. 38 (4) (2013)
Tudor Dumitras, Petros Efstathopoulos
Ask WINE: Are We Safer Today? Evaluating Operating System Security through Big Data Analysis. LEET (2012)
Tudor Dumitras, Petros Efstathopoulos
The Provenance of WINE. EDCC (2012)
Leyla Bilge, Tudor Dumitras
Before we knew it: an empirical study of zero-day attacks in the real world. CCS (2012)
Tudor Dumitras, Iulian Neamtiu
Experimental Challenges in Cyber Security: A Story of Provenance and Lineage for Malware. CSET (2011)
Iulian Neamtiu, Tudor Dumitras
Cloud software upgrades: Challenges and opportunities. MESOCA (2011)
Tudor Dumitras, Darren Shou
Toward a standard benchmark for computer security research: the worldwide intelligence network environment (WINE). BADGERS@EuroSys (2011)
Tudor Dumitras, Iulian Neamtiu, Eli Tilevich
Report on the second ACM workshop on hot topics in software upgrades (HotSWUp'09): http://www.hotswup.org/2009/. ACM SIGOPS Oper. Syst. Rev. 44 (4) (2010)
Tudor Dumitras, Priya Narasimhan, Eli Tilevich
To upgrade or not to upgrade: impact of online upgrades across multiple administrative domains. OOPSLA (2010)
Tudor Dumitras, Priya Narasimhan
Toward upgrades-as-a-service in distributed systems. Middleware (Companion) (2009)
Tudor Dumitras
Dependable, online upgrades in enterprise systems. OOPSLA Companion (2009)
Tudor Dumitras, Frank Eliassen, Kurt Geihs, Henry Muccini, Andrea Polini, Theo Ungerer
Testing Run-time Evolving Systems. Self-Healing and Self-Adaptive Systems (2009)
Tudor Dumitras
Dependable, online upgrades in enterprise systems. OOPSLA Companion (2009)
Tudor Dumitras, Iulian Neamtiu, Eli Tilevich
Second ACM workshop on hot topics in software upgrades (HotSWUp 2009). OOPSLA Companion (2009)
Tudor Dumitras, Priya Narasimhan
Why Do Upgrades Fail and What Can We Do about It? Middleware (2009)
Tudor Dumitras, Danny Dig, Iulian Neamtiu
1st ACM workshop on hot topics in software upgrades (HotSWUp 2008). OOPSLA Companion (2008)
Tudor Dumitras, Priya Narasimhan
Got predictability?: experiences with fault-tolerant middleware. Middleware (Demos and Posters) (2007)
Paul Bogdan, Tudor Dumitras, Radu Marculescu
Stochastic Communication: A New Paradigm for Fault-Tolerant Networks-on-Chip. VLSI Design 2007 (2007)
Tudor Dumitras, Matthew L. Lee, Pablo Quinones, Asim Smailagic, Daniel P. Siewiorek, Priya Narasimhan
Eye of the Beholder: Phone-Based Text-Recognition for the Visually-Impaired. ISWC (2006)
Tudor Dumitras, Daniela Rosu, Asit Dan, Priya Narasimhan
Ecotopia: An Ecological Framework for Change Management in Distributed Systems. WADS (2006)
Tudor Dumitras, Priya Narasimhan
Fault-Tolerant Middleware and the Magical 1%. Middleware (2005)
Priya Narasimhan, Tudor Dumitras, Aaron M. Paulos, Soila M. Pertet, Carlos F. Reverte, Joseph G. Slember, Deepti Srivastava
MEAD: support for Real-Time Fault-Tolerant CORBA. Concurr. Pract. Exp. 17 (12) (2005)
Tudor Dumitras, Sam Kerner, Radu Marculescu
Enabling on-chip diversity through architectural communication design. ASP-DAC (2004)
Tudor Dumitras, Deepti Srivastava, Priya Narasimhan
Architecting and Implementing Versatile Dependability. WADS (2004)
Tudor Dumitras, Radu Marculescu
On-Chip Stochastic Communication. DATE (2003)
Tudor Dumitras, Sam Kerner, Radu Marculescu
Towards on-chip fault-tolerant communication. ASP-DAC (2003)