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Birhanu Eshete
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2020 – today
- 2023
- [j1]Ismat Jarin, Birhanu Eshete:
MIAShield: Defending Membership Inference Attacks via Preemptive Exclusion of Members. Proc. Priv. Enhancing Technol. 2023(1): 400-416 (2023) - [c29]Probir Roy, Birhanu Eshete, Pengfei Su:
Designing Secure Performance Metrics for Last Level Cache. IPDPS Workshops 2023: 383-392 - [c28]Abderrahmen Amich, Birhanu Eshete, Vinod Yegneswaran, Nguyen Phong Hoang:
DeResistor: Toward Detection-Resistant Probing for Evasion of Internet Censorship. USENIX Security Symposium 2023: 2617-2633 - 2022
- [c27]Abderrahmen Amich, Birhanu Eshete:
EG-Booster: Explanation-Guided Booster of ML Evasion Attacks. CODASPY 2022: 16-28 - [c26]Ismat Jarin, Birhanu Eshete:
DP-UTIL: Comprehensive Utility Analysis of Differential Privacy in Machine Learning. CODASPY 2022: 41-52 - [c25]Abderrahmen Amich, Birhanu Eshete, Vinod Yegneswaran:
Adversarial Detection of Censorship Measurements. WPES@CCS 2022: 139-143 - [i14]Abderrahmen Amich, Birhanu Eshete:
Rethinking Machine Learning Robustness via its Link with the Out-of-Distribution Problem. CoRR abs/2202.08944 (2022) - [i13]Ismat Jarin, Birhanu Eshete:
MIAShield: Defending Membership Inference Attacks via Preemptive Exclusion of Members. CoRR abs/2203.00915 (2022) - [i12]Abderrahmen Amich, Ata Kaboudi, Birhanu Eshete:
Morphence-2.0: Evasion-Resilient Moving Target Defense Powered by Out-of-Distribution Detection. CoRR abs/2206.07321 (2022) - 2021
- [c24]Abderrahmen Amich, Birhanu Eshete:
Morphence: Moving Target Defense Against Adversarial Examples. ACSAC 2021: 61-75 - [c23]Ismat Jarin, Birhanu Eshete:
PRICURE: Privacy-Preserving Collaborative Inference in a Multi-Party Setting. IWSPA@CODASPY 2021: 25-35 - [c22]Abderrahmen Amich, Birhanu Eshete:
Explanation-Guided Diagnosis of Machine Learning Evasion Attacks. SecureComm (1) 2021: 207-228 - [i11]Ismat Jarin, Birhanu Eshete:
PRICURE: Privacy-Preserving Collaborative Inference in a Multi-Party Setting. CoRR abs/2102.09751 (2021) - [i10]Abderrahmen Amich, Birhanu Eshete:
Explanation-Guided Diagnosis of Machine Learning Evasion Attacks. CoRR abs/2106.15820 (2021) - [i9]Abderrahmen Amich, Birhanu Eshete:
EG-Booster: Explanation-Guided Booster of ML Evasion Attacks. CoRR abs/2108.13930 (2021) - [i8]Abderrahmen Amich, Birhanu Eshete:
Morphence: Moving Target Defense Against Adversarial Examples. CoRR abs/2108.13952 (2021) - [i7]Ismat Jarin, Birhanu Eshete:
DP-UTIL: Comprehensive Utility Analysis of Differential Privacy in Machine Learning. CoRR abs/2112.12998 (2021) - 2020
- [c21]Abdullah Ali, Birhanu Eshete:
Best-Effort Adversarial Approximation of Black-Box Malware Classifiers. SecureComm (1) 2020: 318-338 - [i6]Abdullah Ali, Birhanu Eshete:
Best-Effort Adversarial Approximation of Black-Box Malware Classifiers. CoRR abs/2006.15725 (2020)
2010 – 2019
- 2019
- [c20]Sadegh M. Milajerdi, Birhanu Eshete, Rigel Gjomemo, V. N. Venkatakrishnan:
POIROT: Aligning Attack Behavior with Kernel Audit Records for Cyber Threat Hunting. CCS 2019: 1813-1830 - [c19]Sadegh Momeni Milajerdi, Rigel Gjomemo, Birhanu Eshete, R. Sekar, V. N. Venkatakrishnan:
HOLMES: Real-Time APT Detection through Correlation of Suspicious Information Flows. IEEE Symposium on Security and Privacy 2019: 1137-1152 - [i5]Sadegh M. Milajerdi, Birhanu Eshete, Rigel Gjomemo, V. N. Venkatakrishnan:
POIROT: Aligning Attack Behavior with Kernel Audit Records for Cyber Threat Hunting. CoRR abs/1910.00056 (2019) - 2018
- [c18]Sadegh M. Milajerdi, Birhanu Eshete, Rigel Gjomemo, Venkat N. Venkatakrishnan:
ProPatrol: Attack Investigation via Extracted High-Level Tasks. ICISS 2018: 107-126 - [c17]Abeer Alhuzali, Rigel Gjomemo, Birhanu Eshete, V. N. Venkatakrishnan:
NAVEX: Precise and Scalable Exploit Generation for Dynamic Web Applications. USENIX Security Symposium 2018: 377-392 - [i4]Md Nahid Hossain, Sadegh M. Milajerdi, Junao Wang, Birhanu Eshete, Rigel Gjomemo, R. Sekar, Scott D. Stoller, V. N. Venkatakrishnan:
SLEUTH: Real-time Attack Scenario Reconstruction from COTS Audit Data. CoRR abs/1801.02062 (2018) - [i3]Sadegh M. Milajerdi, Rigel Gjomemo, Birhanu Eshete, R. Sekar, V. N. Venkatakrishnan:
HOLMES: Real-time APT Detection through Correlation of Suspicious Information Flows. CoRR abs/1810.01594 (2018) - [i2]Sadegh M. Milajerdi, Birhanu Eshete, Rigel Gjomemo, V. N. Venkatakrishnan:
ProPatrol: Attack Investigation via Extracted High-Level Tasks. CoRR abs/1810.05711 (2018) - 2017
- [c16]Birhanu Eshete, V. N. Venkatakrishnan:
DynaMiner: Leveraging Offline Infection Analytics for On-the-Wire Malware Detection. DSN 2017: 463-474 - [c15]Md Nahid Hossain, Sadegh M. Milajerdi, Junao Wang, Birhanu Eshete, Rigel Gjomemo, R. Sekar, Scott D. Stoller, V. N. Venkatakrishnan:
SLEUTH: Real-time Attack Scenario Reconstruction from COTS Audit Data. USENIX Security Symposium 2017: 487-504 - 2016
- [c14]Abeer Alhuzali, Birhanu Eshete, Rigel Gjomemo, V. N. Venkatakrishnan:
Chainsaw: Chained Automated Workflow-based Exploit Generation. CCS 2016: 641-652 - [i1]Birhanu Eshete, Rigel Gjomemo, Md Nahid Hossain, Sadegh Momeni, R. Sekar, Scott D. Stoller, V. N. Venkatakrishnan, Junao Wang:
Attack Analysis Results for Adversarial Engagement 1 of the DARPA Transparent Computing Program. CoRR abs/1610.06936 (2016) - 2015
- [c13]Birhanu Eshete, Abeer Alhuzali, Maliheh Monshizadeh, Phillip A. Porras, Venkat N. Venkatakrishnan, Vinod Yegneswaran:
EKHunter: A Counter-Offensive Toolkit for Exploit Kit Infiltration. NDSS 2015 - 2014
- [c12]Birhanu Eshete, V. N. Venkatakrishnan:
WebWinnow: leveraging exploit kit workflows to detect malicious urls. CODASPY 2014: 305-312 - 2013
- [b1]Birhanu Eshete:
Effective Analysis, Characterization, and Detection of Malicious Activities on the Web. University of Trento, Italy, 2013 - [c11]Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam, Mohammad Zulkernine:
EINSPECT: Evolution-Guided Analysis and Detection of Malicious Web Pages. COMPSAC 2013: 375-380 - [c10]Aaron Ciaghi, Birhanu Eshete, Pietro Molini, Adolfo Villafiorita:
SAMo: experimenting a social accountability web platform. ACM DEV (3) 2013: 17:1-17:2 - [c9]Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam, Mohammad Zulkernine:
Confeagle: Automated Analysis of Configuration Vulnerabilities in Web Applications. SERE 2013: 188-197 - [c8]Birhanu Eshete:
Effective analysis, characterization, and detection of malicious web pages. WWW (Companion Volume) 2013: 355-360 - 2012
- [c7]Aaron Ciaghi, Birhanu Eshete, Pietro Molini, Adolfo Villafiorita:
Social Accountability for Mozambique: An Experience Report from the Moamba District. AFRICOMM 2012: 189-198 - [c6]Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam:
BINSPECT: Holistic Analysis and Detection of Malicious Web Pages. SecureComm 2012: 149-166 - 2011
- [c5]Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam:
Early Detection of Security Misconfiguration Vulnerabilities in Web Applications. ARES 2011: 169-174 - [c4]Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam:
Malicious Website Detection: Effectiveness and Efficiency Issues. SysSec@DIMVA 2011: 123-126 - 2010
- [c3]Biniyam Asfaw, Dawit Bekele, Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam:
Host-based anomaly detection for pervasive medical systems. CRiSIS 2010: 1-8 - [c2]Birhanu Eshete, Andrea Mattioli, Adolfo Villafiorita, Komminist Weldemariam:
ICT for Good: Opportunities, Challenges and the Way Forward. ICDS 2010: 14-19 - [c1]Dawit Bekele, Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam:
Context Information Refinement for Pervasive Medical Systems. ICDS 2010: 210-215
Coauthor Index
aka: Venkat N. Venkatakrishnan
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