Birhanu Eshete

49 papers A* 8A 3B 2C 4Misc 1Journal 17Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DeepLeak: Privacy Enhancing Hardening of Model Explanations Against Membership Leakage. CoRR Firas Ben Hmida, Zain Sbeih, Philemon Hailemariam, Birhanu Eshete
2025	A	`conf`	DeepProv: Behavioral Characterization and Repair of Neural Networks via Inference Provenance Graph Analysis. ACSAC Firas Ben Hmida, Abderrahmen Amich, Ata Kaboudi, Birhanu Eshete
2025	J	`jnl`	DeepProv: Behavioral Characterization and Repair of Neural Networks via Inference Provenance Graph Analysis. CoRR Firas Ben Hmida, Abderrahmen Amich, Ata Kaboudi, Birhanu Eshete
2025	A*	`conf`	PoisonSpot: Precise Spotting of Clean-Label Backdoors via Fine-Grained Training Provenance Tracking. CCS Philemon Hailemariam, Birhanu Eshete
2023	A*	`conf`	DeResistor: Toward Detection-Resistant Probing for Evasion of Internet Censorship. USENIX Security Symposium Abderrahmen Amich, Birhanu Eshete, Vinod Yegneswaran, Nguyen Phong Hoang
2023	—	`conf`	Designing Secure Performance Metrics for Last Level Cache. IPDPS Workshops Probir Roy, Birhanu Eshete, Pengfei Su
2023	J	`jnl`	MIAShield: Defending Membership Inference Attacks via Preemptive Exclusion of Members. Proc. Priv. Enhancing Technol. Ismat Jarin, Birhanu Eshete
2022	—	`conf`	Adversarial Detection of Censorship Measurements. WPES@CCS Abderrahmen Amich, Birhanu Eshete, Vinod Yegneswaran
2022	—	`conf`	DP-UTIL: Comprehensive Utility Analysis of Differential Privacy in Machine Learning. CODASPY Ismat Jarin, Birhanu Eshete
2022	—	`conf`	EG-Booster: Explanation-Guided Booster of ML Evasion Attacks. CODASPY Abderrahmen Amich, Birhanu Eshete
2022	J	`jnl`	MIAShield: Defending Membership Inference Attacks via Preemptive Exclusion of Members. CoRR Ismat Jarin, Birhanu Eshete
2022	J	`jnl`	Morphence-2.0: Evasion-Resilient Moving Target Defense Powered by Out-of-Distribution Detection. CoRR Abderrahmen Amich, Ata Kaboudi, Birhanu Eshete
2022	J	`jnl`	Rethinking Machine Learning Robustness via its Link with the Out-of-Distribution Problem. CoRR Abderrahmen Amich, Birhanu Eshete
2021	J	`jnl`	DP-UTIL: Comprehensive Utility Analysis of Differential Privacy in Machine Learning. CoRR Ismat Jarin, Birhanu Eshete
2021	J	`jnl`	EG-Booster: Explanation-Guided Booster of ML Evasion Attacks. CoRR Abderrahmen Amich, Birhanu Eshete
2021	—	`conf`	Explanation-Guided Diagnosis of Machine Learning Evasion Attacks. SecureComm (1) Abderrahmen Amich, Birhanu Eshete
2021	J	`jnl`	Explanation-Guided Diagnosis of Machine Learning Evasion Attacks. CoRR Abderrahmen Amich, Birhanu Eshete
2021	A	`conf`	Morphence: Moving Target Defense Against Adversarial Examples. ACSAC Abderrahmen Amich, Birhanu Eshete
2021	J	`jnl`	Morphence: Moving Target Defense Against Adversarial Examples. CoRR Abderrahmen Amich, Birhanu Eshete
2021	—	`conf`	PRICURE: Privacy-Preserving Collaborative Inference in a Multi-Party Setting. IWSPA@CODASPY Ismat Jarin, Birhanu Eshete
2021	J	`jnl`	PRICURE: Privacy-Preserving Collaborative Inference in a Multi-Party Setting. CoRR Ismat Jarin, Birhanu Eshete
2020	—	`conf`	Best-Effort Adversarial Approximation of Black-Box Malware Classifiers. SecureComm (1) Abdullah Ali, Birhanu Eshete
2020	J	`jnl`	Best-Effort Adversarial Approximation of Black-Box Malware Classifiers. CoRR Abdullah Ali, Birhanu Eshete
2019	A*	`conf`	HOLMES: Real-Time APT Detection through Correlation of Suspicious Information Flows. IEEE Symposium on Security and Privacy Sadegh Momeni Milajerdi, Rigel Gjomemo, Birhanu Eshete, R. Sekar, V. N. Venkatakrishnan
2019	A*	`conf`	POIROT: Aligning Attack Behavior with Kernel Audit Records for Cyber Threat Hunting. CCS Sadegh M. Milajerdi, Birhanu Eshete, Rigel Gjomemo, V. N. Venkatakrishnan
2019	J	`jnl`	POIROT: Aligning Attack Behavior with Kernel Audit Records for Cyber Threat Hunting. CoRR Sadegh M. Milajerdi, Birhanu Eshete, Rigel Gjomemo, V. N. Venkatakrishnan
2018	J	`jnl`	HOLMES: Real-time APT Detection through Correlation of Suspicious Information Flows. CoRR Sadegh M. Milajerdi, Rigel Gjomemo, Birhanu Eshete, R. Sekar, V. N. Venkatakrishnan
2018	A*	`conf`	NAVEX: Precise and Scalable Exploit Generation for Dynamic Web Applications. USENIX Security Symposium Abeer Alhuzali, Rigel Gjomemo, Birhanu Eshete, V. N. Venkatakrishnan
2018	Misc	`conf`	ProPatrol: Attack Investigation via Extracted High-Level Tasks. ICISS Sadegh M. Milajerdi, Birhanu Eshete, Rigel Gjomemo, Venkat N. Venkatakrishnan
2018	J	`jnl`	ProPatrol: Attack Investigation via Extracted High-Level Tasks. CoRR Sadegh M. Milajerdi, Birhanu Eshete, Rigel Gjomemo, V. N. Venkatakrishnan
2018	J	`jnl`	SLEUTH: Real-time Attack Scenario Reconstruction from COTS Audit Data. CoRR Md Nahid Hossain, Sadegh M. Milajerdi, Junao Wang, Birhanu Eshete, Rigel Gjomemo, R. Sekar, Scott D. Stoller, V. N. Venkatakrishnan
2017	A	`conf`	DynaMiner: Leveraging Offline Infection Analytics for On-the-Wire Malware Detection. DSN Birhanu Eshete, V. N. Venkatakrishnan
2017	A*	`conf`	SLEUTH: Real-time Attack Scenario Reconstruction from COTS Audit Data. USENIX Security Symposium Md Nahid Hossain, Sadegh M. Milajerdi, Junao Wang, Birhanu Eshete, Rigel Gjomemo, R. Sekar, Scott D. Stoller, V. N. Venkatakrishnan
2016	J	`jnl`	Attack Analysis Results for Adversarial Engagement 1 of the DARPA Transparent Computing Program. CoRR Birhanu Eshete, Rigel Gjomemo, Md Nahid Hossain, Sadegh Momeni, R. Sekar, Scott D. Stoller, V. N. Venkatakrishnan, Junao Wang
2016	A*	`conf`	Chainsaw: Chained Automated Workflow-based Exploit Generation. CCS Abeer Alhuzali, Birhanu Eshete, Rigel Gjomemo, V. N. Venkatakrishnan
2015	A*	`conf`	EKHunter: A Counter-Offensive Toolkit for Exploit Kit Infiltration. NDSS Birhanu Eshete, Abeer Alhuzali, Maliheh Monshizadeh, Phillip A. Porras, Venkat N. Venkatakrishnan, Vinod Yegneswaran
2014	—	`conf`	WebWinnow: leveraging exploit kit workflows to detect malicious urls. CODASPY Birhanu Eshete, V. N. Venkatakrishnan
2013	—	`conf`	Confeagle: Automated Analysis of Configuration Vulnerabilities in Web Applications. SERE Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam, Mohammad Zulkernine
2013	B	`conf`	EINSPECT: Evolution-Guided Analysis and Detection of Malicious Web Pages. COMPSAC Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam, Mohammad Zulkernine
2013	—	`—`	Effective Analysis, Characterization, and Detection of Malicious Activities on the Web. Birhanu Eshete
2013	—	`conf`	Effective analysis, characterization, and detection of malicious web pages. WWW (Companion Volume) Birhanu Eshete
2013	—	`conf`	SAMo: experimenting a social accountability web platform. ACM DEV (3) Aaron Ciaghi, Birhanu Eshete, Pietro Molini, Adolfo Villafiorita
2012	C	`conf`	BINSPECT: Holistic Analysis and Detection of Malicious Web Pages. SecureComm Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam
2012	—	`conf`	Social Accountability for Mozambique: An Experience Report from the Moamba District. AFRICOMM Aaron Ciaghi, Birhanu Eshete, Pietro Molini, Adolfo Villafiorita
2011	B	`conf`	Early Detection of Security Misconfiguration Vulnerabilities in Web Applications. ARES Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam
2011	—	`conf`	Malicious Website Detection: Effectiveness and Efficiency Issues. SysSec@DIMVA Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam
2010	C	`conf`	Context Information Refinement for Pervasive Medical Systems. ICDS Dawit Bekele, Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam
2010	C	`conf`	Host-based anomaly detection for pervasive medical systems. CRiSIS Biniyam Asfaw, Dawit Bekele, Birhanu Eshete, Adolfo Villafiorita, Komminist Weldemariam
2010	C	`conf`	ICT for Good: Opportunities, Challenges and the Way Forward. ICDS Birhanu Eshete, Andrea Mattioli, Adolfo Villafiorita, Komminist Weldemariam