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Birhanu Eshete · SciRah

Researcher profile · Semantic Scholar

Birhanu Eshete

University of Michigan, Dearborn

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Birhanu Eshete — researcher profile on SciRah

ORCID iD 0000-0002-2549-4030Homepage

h-index: 17
Works: 46
Citations: 2,086

Most-cited papers

HOLMES: Real-Time APT Detection through Correlation of Suspicious Information Flows
Sadegh M. Milajerdi, Rigel Gjomemo, Birhanu Eshete, R. Sekar +1 more
2018IEEE Symposium on Security and Privacy657 citations Open access
Semantic Scholar
POIROT: Aligning Attack Behavior with Kernel Audit Records for Cyber Threat Hunting
Sadegh M. Milajerdi, Birhanu Eshete, Rigel Gjomemo, V. Venkatakrishnan
2019Conference on Computer and Communications Security362 citations Open access
Semantic Scholar
SLEUTH: Real-time Attack Scenario Reconstruction from COTS Audit Data
M. Hossain, Sadegh M. Milajerdi, Junao Wang, Birhanu Eshete +4 more
2018USENIX Security Symposium346 citations
Semantic Scholar
NAVEX: Precise and Scalable Exploit Generation for Dynamic Web Applications
Abeer Alhuzali, Rigel Gjomemo, Birhanu Eshete, V. Venkatakrishnan
2018USENIX Security Symposium100 citations
Semantic Scholar
BINSPECT: Holistic Analysis and Detection of Malicious Web Pages
Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam
2012Security and Privacy in Communication Networks92 citations
Semantic Scholar
Chainsaw: Chained Automated Workflow-based Exploit Generation
Abeer Alhuzali, Birhanu Eshete, Rigel Gjomemo, V. Venkatakrishnan
2016Conference on Computer and Communications Security57 citations Open access
Semantic Scholar
Making machine learning trustworthy
Birhanu Eshete
2021Science47 citations
Semantic Scholar
WebWinnow: leveraging exploit kit workflows to detect malicious urls
Birhanu Eshete, V. Venkatakrishnan
2014Conference on Data and Application Security and Privacy44 citations
Semantic Scholar
Early Detection of Security Misconfiguration Vulnerabilities in Web Applications
Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam
20112011 Sixth International Conference on Availability, Reliability and Security39 citations
Semantic Scholar
Morphence: Moving Target Defense Against Adversarial Examples
Abderrahmen Amich, Birhanu Eshete
2021Asia-Pacific Computer Systems Architecture Conference33 citations Open access
Semantic Scholar
Effective analysis, characterization, and detection of malicious web pages
Birhanu Eshete
2013The Web Conference31 citations
Semantic Scholar
EKHunter: A Counter-Offensive Toolkit for Exploit Kit Infiltration
Birhanu Eshete, Abeer Alhuzali, Maliheh Monshizadeh, P. Porras +2 more
2015Network and Distributed System Security Symposium28 citations
Semantic Scholar
ProPatrol: Attack Investigation via Extracted High-Level Tasks
Sadegh M. Milajerdi, Birhanu Eshete, Rigel Gjomemo, V. Venkatakrishnan
2018International Conferences on Information Science and System27 citations Open access
Semantic Scholar
Host-based anomaly detection for pervasive medical systems
Biniyam Asfaw, Dawit Bekele, Birhanu Eshete, Adolfo Villafiorita +1 more
2010Crisis26 citations
Semantic Scholar
PRICURE: Privacy-Preserving Collaborative Inference in a Multi-Party Setting
Ismat Jarin, Birhanu Eshete
2021IWSPA@CODASPY25 citations Open access
Semantic Scholar
Malicious Website Detection: Effectiveness and Efficiency Issues
Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam
20112011 First SysSec Workshop21 citations
Semantic Scholar
DP-UTIL: Comprehensive Utility Analysis of Differential Privacy in Machine Learning
Ismat Jarin, Birhanu Eshete
2021Conference on Data and Application Security and Privacy19 citations Open access
Semantic Scholar
Explanation-Guided Diagnosis of Machine Learning Evasion Attacks
Abderrahmen Amich, Birhanu Eshete
2021Security and Privacy in Communication Networks16 citations Open access
Semantic Scholar
Confeagle: Automated Analysis of Configuration Vulnerabilities in Web Applications
Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam, M. Zulkernine
20132013 IEEE 7th International Conference on Software Security and Reliability15 citations
Semantic Scholar
MIAShield: Defending Membership Inference Attacks via Preemptive Exclusion of Members
Ismat Jarin, Birhanu Eshete
2022Proceedings on Privacy Enhancing Technologies14 citations Open access
Semantic Scholar
EINSPECT: Evolution-Guided Analysis and Detection of Malicious Web Pages
Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam, M. Zulkernine
20132013 IEEE 37th Annual Computer Software and Applications Conference13 citations
Semantic Scholar
EG-Booster: Explanation-Guided Booster of ML Evasion Attacks
Abderrahmen Amich, Birhanu Eshete
2021Conference on Data and Application Security and Privacy11 citations Open access
Semantic Scholar
DynaMiner: Leveraging Offline Infection Analytics for On-the-Wire Malware Detection
Birhanu Eshete, V. Venkatakrishnan
2017Dependable Systems and Networks10 citations
Semantic Scholar
Attack Analysis Results for Adversarial Engagement 1 of the DARPA Transparent Computing Program
Birhanu Eshete, Rigel Gjomemo, M. Hossain, Sadegh Momeni +4 more
2016arXiv.org10 citations
Semantic Scholar
DeResistor: Toward Detection-Resistant Probing for Evasion of Internet Censorship
Abderrahmen Amich, Birhanu Eshete, V. Yegneswaran, Nguyen Phong Hoang
2023USENIX Security Symposium9 citations
Semantic Scholar
Best-Effort Adversarial Approximation of Black-Box Malware Classifiers
A. Ali, Birhanu Eshete
2020Security and Privacy in Communication Networks8 citations Open access
Semantic Scholar
ICT for Good: Opportunities, Challenges and the Way Forward
Birhanu Eshete, Andrea Mattioli, Adolfo Villafiorita, Komminist Weldemariam
20102010 Fourth International Conference on Digital Society8 citations
Semantic Scholar
Morphence-2.0: Evasion-Resilient Moving Target Defense Powered by Out-of-Distribution Detection
Abderrahmen Amich, Ata Kaboudi, Birhanu Eshete
2022arXiv.org5 citations Open access
Semantic Scholar
Measuring the Impact of Different Metrics on Software Quality: a Case Study in the Open Source Domain
Valentino Sartori, Birhanu Eshete, Adolfo Villafiorita
2011International Conference on the Digital Society5 citations
Semantic Scholar
Rethinking Machine Learning Robustness via its Link with the Out-of-Distribution Problem
Abderrahmen Amich, Birhanu Eshete
2022arXiv.org4 citations
Semantic Scholar
PoisonSpot: Precise Spotting of Clean-Label Backdoors via Fine-Grained Training Provenance Tracking
Philemon Hailemariam, Birhanu Eshete
2025Conference on Computer and Communications Security2 citations Open access
Semantic Scholar
Adversarial Detection of Censorship Measurements
Abderrahmen Amich, Birhanu Eshete, V. Yegneswaran
2022WPES@CCS2 citations
Semantic Scholar
Context Information Refinement for Pervasive Medical Systems
Dawit Bekele, Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam
20102010 Fourth International Conference on Digital Society2 citations
Semantic Scholar
DeepLeak: Privacy Enhancing Hardening of Model Explanations Against Membership Leakage
F. Hmida, Zain Sbeih, Philemon Hailemariam, Birhanu Eshete
20262026 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML)1 citations Open access
Semantic Scholar
NeuroTrace: Inference Provenance-Based Detection of Adversarial Examples
F. Hmida, Philemon Hailemariam, Kashif Khan, Birhanu Eshete
2026arXiv.org1 citations
Semantic Scholar
DeepProv: Behavioral Characterization and Repair of Neural Networks via Inference Provenance Graph Analysis
F. Hmida, Abderrahmen Amich, Ata Kaboudi, Birhanu Eshete
2025Asia-Pacific Computer Systems Architecture Conference1 citations Open access
Semantic Scholar
Designing Secure Performance Metrics for Last Level Cache
Probir Roy, Birhanu Eshete, Pengfei Su
2023IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum1 citations
Semantic Scholar
Exploring Training Provenance for Clues of Data Poisoning in Machine Learning by Jon-Nicklaus Z. Jackson A thesis submitted in partial fulfillment
Birhanu Eshete
20231 citations
Semantic Scholar
A Comprehensive Review of Machine Learning Methods in Stock Market by
M. Spinu, Birhanu Eshete
20221 citations
Semantic Scholar
Social Accountability for Mozambique: An Experience Report from the Moamba District
Aaron Ciaghi, Birhanu Eshete, P. Molini, Adolfo Villafiorita
2012International Conference on e-Infrastructure and e-Services for Developing Countries1 citations
Semantic Scholar
TaintRadar: Semantic-Aware Taint-Style Vulnerability Detection via Augmented Code Property Graphs
Elie Rizk, F. Hmida, Birhanu Eshete
2026arXiv.org0 citations
Semantic Scholar
: Multi-Source Behavioral Aggregation of Natural Language Cyber Threat Intelligence
Olajide D. David, Jin-Hua Guo, Birhanu Eshete
20220 citations
Semantic Scholar
Adventures with Cybercrime Toolkits: Insights for Pragmatic Defense
Birhanu Eshete
20200 citations
Semantic Scholar
Tagged Dependence Graph Dependence Graph Construction Tag and Policy-Based Attack Detection Tag-Based Root-Cause and Impact Analysis Scenario Graph Alarms Audit Stream Audit Stream FreeBSD Windows Linux Audit Stream Customizable
Nahid Hossain, Sadegh M. Milajerdi, Junao Wang, Birhanu Eshete +4 more
20170 citations
Semantic Scholar
SAMo: experimenting a social accountability web platform
Aaron Ciaghi, Birhanu Eshete, P. Molini, Adolfo Villafiorita
2013ACM DEV0 citations
Semantic Scholar
Effective Analysis, Characterization, and Detection of Malicious Activities on the Web
Birhanu Eshete
20130 citations
Semantic Scholar

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