Birhanu Eshete

According to our database, Birhanu Eshete authored at least 34 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

MIAShield: Defending Membership Inference Attacks via Preemptive Exclusion of Members.

Ismat Jarin, Birhanu Eshete

Proc. Priv. Enhancing Technol., January, 2023

DeResistor: Toward Detection-Resistant Probing for Evasion of Internet Censorship.

Abderrahmen Amich, Birhanu Eshete, Vinod Yegneswaran, Nguyen Phong Hoang

Proceedings of the 32nd USENIX Security Symposium, 2023

Designing Secure Performance Metrics for Last Level Cache.

Probir Roy, Birhanu Eshete, Pengfei Su

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

2022

Morphence-2.0: Evasion-Resilient Moving Target Defense Powered by Out-of-Distribution Detection.

Abderrahmen Amich, Ata Kaboudi, Birhanu Eshete

CoRR, 2022

Rethinking Machine Learning Robustness via its Link with the Out-of-Distribution Problem.

Abderrahmen Amich, Birhanu Eshete

CoRR, 2022

Adversarial Detection of Censorship Measurements.

Abderrahmen Amich, Birhanu Eshete, Vinod Yegneswaran

Proceedings of the 21st Workshop on Privacy in the Electronic Society, 2022

DP-UTIL: Comprehensive Utility Analysis of Differential Privacy in Machine Learning.

Ismat Jarin, Birhanu Eshete

Proceedings of the CODASPY '22: Twelveth ACM Conference on Data and Application Security and Privacy, Baltimore, MD, USA, April 24, 2022

EG-Booster: Explanation-Guided Booster of ML Evasion Attacks.

Abderrahmen Amich, Birhanu Eshete

Proceedings of the CODASPY '22: Twelveth ACM Conference on Data and Application Security and Privacy, Baltimore, MD, USA, April 24, 2022

2021

Explanation-Guided Diagnosis of Machine Learning Evasion Attacks.

Abderrahmen Amich, Birhanu Eshete

Proceedings of the Security and Privacy in Communication Networks, 2021

PRICURE: Privacy-Preserving Collaborative Inference in a Multi-Party Setting.

Ismat Jarin, Birhanu Eshete

Proceedings of the IWSPA@CODASPY 2021: ACM Workshop on Security and Privacy Analytics, 2021

Morphence: Moving Target Defense Against Adversarial Examples.

Abderrahmen Amich, Birhanu Eshete

Proceedings of the ACSAC '21: Annual Computer Security Applications Conference, Virtual Event, USA, December 6, 2021

2020

Best-Effort Adversarial Approximation of Black-Box Malware Classifiers.

Abdullah Ali, Birhanu Eshete

Proceedings of the Security and Privacy in Communication Networks, 2020

2019

HOLMES: Real-Time APT Detection through Correlation of Suspicious Information Flows.

Sadegh Momeni Milajerdi, Rigel Gjomemo, Birhanu Eshete, R. Sekar, V. N. Venkatakrishnan

Proceedings of the 2019 IEEE Symposium on Security and Privacy, 2019

POIROT: Aligning Attack Behavior with Kernel Audit Records for Cyber Threat Hunting.

Sadegh M. Milajerdi, Birhanu Eshete, Rigel Gjomemo, V. N. Venkatakrishnan

Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security, 2019

2018

NAVEX: Precise and Scalable Exploit Generation for Dynamic Web Applications.

Abeer Alhuzali, Rigel Gjomemo, Birhanu Eshete, V. N. Venkatakrishnan

Proceedings of the 27th USENIX Security Symposium, 2018

ProPatrol: Attack Investigation via Extracted High-Level Tasks.

Sadegh M. Milajerdi, Birhanu Eshete, Rigel Gjomemo, Venkat N. Venkatakrishnan

Proceedings of the Information Systems Security - 14th International Conference, 2018

2017

SLEUTH: Real-time Attack Scenario Reconstruction from COTS Audit Data.

Md Nahid Hossain, Sadegh M. Milajerdi, Junao Wang, Birhanu Eshete, Rigel Gjomemo, R. Sekar, Scott D. Stoller, V. N. Venkatakrishnan

Proceedings of the 26th USENIX Security Symposium, 2017

DynaMiner: Leveraging Offline Infection Analytics for On-the-Wire Malware Detection.

Birhanu Eshete, V. N. Venkatakrishnan

Proceedings of the 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2017

2016

Attack Analysis Results for Adversarial Engagement 1 of the DARPA Transparent Computing Program.

Birhanu Eshete, Rigel Gjomemo, Md Nahid Hossain, Sadegh Momeni, R. Sekar, Scott D. Stoller, V. N. Venkatakrishnan, Junao Wang

CoRR, 2016

Chainsaw: Chained Automated Workflow-based Exploit Generation.

Abeer Alhuzali, Birhanu Eshete, Rigel Gjomemo, V. N. Venkatakrishnan

Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, 2016

2015

EKHunter: A Counter-Offensive Toolkit for Exploit Kit Infiltration.

Birhanu Eshete, Abeer Alhuzali, Maliheh Monshizadeh, Phillip A. Porras, Venkat N. Venkatakrishnan, Vinod Yegneswaran

Proceedings of the 22nd Annual Network and Distributed System Security Symposium, 2015

2014

WebWinnow: leveraging exploit kit workflows to detect malicious urls.

Birhanu Eshete, V. N. Venkatakrishnan

Proceedings of the Fourth ACM Conference on Data and Application Security and Privacy, 2014

2013

Effective Analysis, Characterization, and Detection of Malicious Activities on the Web.

Birhanu Eshete

PhD thesis, 2013

Effective analysis, characterization, and detection of malicious web pages.

Birhanu Eshete

Proceedings of the 22nd International World Wide Web Conference, 2013

Confeagle: Automated Analysis of Configuration Vulnerabilities in Web Applications.

Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam, Mohammad Zulkernine

Proceedings of the IEEE 7th International Conference on Software Security and Reliability, 2013

SAMo: experimenting a social accountability web platform.

Aaron Ciaghi, Birhanu Eshete, Pietro Molini, Adolfo Villafiorita

Proceedings of the Annual Symposium on Computing for Development, 2013

EINSPECT: Evolution-Guided Analysis and Detection of Malicious Web Pages.

Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam, Mohammad Zulkernine

Proceedings of the 37th Annual IEEE Computer Software and Applications Conference, 2013

2012

BINSPECT: Holistic Analysis and Detection of Malicious Web Pages.

Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam

Proceedings of the Security and Privacy in Communication Networks, 2012

Social Accountability for Mozambique: An Experience Report from the Moamba District.

Aaron Ciaghi, Birhanu Eshete, Pietro Molini, Adolfo Villafiorita

Proceedings of the e-Infrastructure and e-Services for Developing Countries, 2012

2011

Malicious Website Detection: Effectiveness and Efficiency Issues.

Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam

Proceedings of the First SysSec Workshop 2011, 2011

Early Detection of Security Misconfiguration Vulnerabilities in Web Applications.

Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam

Proceedings of the Sixth International Conference on Availability, 2011

2010

ICT for Good: Opportunities, Challenges and the Way Forward.

Birhanu Eshete, Andrea Mattioli, Adolfo Villafiorita, Komminist Weldemariam

Proceedings of the Fourth International Conference on Digital Society, 2010

Context Information Refinement for Pervasive Medical Systems.

Dawit Bekele, Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam

Proceedings of the Fourth International Conference on Digital Society, 2010

Host-based anomaly detection for pervasive medical systems.

Biniyam Asfaw, Dawit Bekele, Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam

Proceedings of the CRiSIS 2010, 2010