Lorenzo Cavallaro

Google Scholar ORCID: 0000-0002-3878-2680
36 publications in security and cryptology related venues
Year
Venue
Title
2025
conf/sp
LAMD: Context-Driven Android Malware Detection and Classification with LLMs.
Xingzhi Qian Xinran Zheng Yiling He Shuo Yang Lorenzo Cavallaro
2025
conf/eurosp
On the Lack of Robustness of Binary Function Similarity Systems.
Gianluca Capozzi Tong Tang Jie Wan Ziqi Yang Daniele Cono D'Elia Giuseppe Antonio Di Luna Lorenzo Cavallaro Leonardo Querzoni
2025
conf/uss
Expert Insights into Advanced Persistent Threats: Analysis, Attribution, and Challenges.
Aakanksha Saha James Mattei Jorge Blasco Lorenzo Cavallaro Daniel Votipka Martina Lindorfer
2024
conf/uss
ChainReactor: Automated Privilege Escalation Chain Discovery via AI Planning.
Giulio De Pasquale Ilya Grishchenko Riccardo Iesari Gabriel Pizarro Lorenzo Cavallaro Christopher Kruegel Giovanni Vigna
2024
conf/acsac
The Impact of Active Learning on Availability Data Poisoning for Android Malware Classifiers.
Shae McFadden Zeliang Kan Lorenzo Cavallaro Fabio Pierazzi
2023
conf/ccs
Drift Forensics of Malware Classifiers.
Theo Chow Zeliang Kan Lorenz Linhardt Lorenzo Cavallaro Daniel Arp Fabio Pierazzi
2023
conf/ccs
Poster: RPAL-Recovering Malware Classifiers from Data Poisoning using Active Learning.
Shae McFadden Zeliang Kan Lorenzo Cavallaro Fabio Pierazzi
2023
conf/sp
Jigsaw Puzzle: Selective Backdoor Attack to Subvert Malware Classifiers.
Limin Yang Zhi Chen Jacopo Cortellazzi Feargus Pendlebury Kevin Tu Fabio Pierazzi Lorenzo Cavallaro Gang Wang
2023
conf/sp
Is It Overkill? Analyzing Feature-Space Concept Drift in Malware Detectors.
Zhi Chen Zhenning Zhang Zeliang Kan Limin Yang Jacopo Cortellazzi Feargus Pendlebury Fabio Pierazzi Lorenzo Cavallaro Gang Wang
2023
conf/sp
ROPfuscator: Robust Obfuscation with ROP.
Giulio De Pasquale Fukutomo Nakanishi Daniele Ferla Lorenzo Cavallaro
2022
conf/uss
Dos and Don'ts of Machine Learning in Computer Security.
Daniel Arp Erwin Quiring Feargus Pendlebury Alexander Warnecke Fabio Pierazzi Christian Wressnegger Lorenzo Cavallaro Konrad Rieck
2022
conf/sp
Transcending TRANSCEND: Revisiting Malware Classification in the Presence of Concept Drift.
Federico Barbero Feargus Pendlebury Fabio Pierazzi Lorenzo Cavallaro
2022
conf/acsac
Designing a Provenance Analysis for SGX Enclaves.
Flavio Toffalini Mathias Payer Jianying Zhou Lorenzo Cavallaro
2021
conf/ccs
Investigating Labelless Drift Adaptation for Malware Detection.
Zeliang Kan Feargus Pendlebury Fabio Pierazzi Lorenzo Cavallaro
2021
conf/ccs
INSOMNIA: Towards Concept-Drift Robustness in Network Intrusion Detection.
Giuseppina Andresini Feargus Pendlebury Fabio Pierazzi Corrado Loglisci Annalisa Appice Lorenzo Cavallaro
2020
journals/tifs
On the Dissection of Evasive Malware.
Daniele Cono D'Elia Emilio Coppa Federico Palmaro Lorenzo Cavallaro
2020
conf/sp
Intriguing Properties of Adversarial ML Attacks in the Problem Space.
Fabio Pierazzi Feargus Pendlebury Jacopo Cortellazzi Lorenzo Cavallaro
2020
conf/acsac
Probabilistic Naming of Functions in Stripped Binaries.
James Patrick-Evans Lorenzo Cavallaro Johannes Kinder
2019
conf/ccs
SoK: Using Dynamic Binary Instrumentation for Security (And How You May Get Caught Red Handed).
Daniele Cono D'Elia Emilio Coppa Simone Nicchi Federico Palmaro Lorenzo Cavallaro
2019
conf/uss
TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time.
Feargus Pendlebury Fabio Pierazzi Roberto Jordaney Johannes Kinder Lorenzo Cavallaro
2018
conf/ccs
Enabling Fair ML Evaluations for Security.
Feargus Pendlebury Fabio Pierazzi Roberto Jordaney Johannes Kinder Lorenzo Cavallaro
2017
journals/tifs
Understanding Android App Piggybacking: A Systematic Study of Malicious Code Grafting.
Li Li Daoyuan Li Tegawendé F. Bissyandé Jacques Klein Yves Le Traon David Lo Lorenzo Cavallaro
2017
conf/ccs
Modular Synthesis of Heap Exploits.
Dusan Repel Johannes Kinder Lorenzo Cavallaro
2017
conf/uss
Transcend: Detecting Concept Drift in Malware Classification Models.
Roberto Jordaney Kumar Sharad Santanu Kumar Dash Zhi Wang Davide Papini Ilia Nouretdinov Lorenzo Cavallaro
2017
conf/ndss
Stack Bounds Protection with Low Fat Pointers.
Gregory J. Duck Roland H. C. Yap Lorenzo Cavallaro
2016
conf/ccs
Prescience: Probabilistic Guidance on the Retraining Conundrum for Malware Detection.
Amit Deo Santanu Kumar Dash Guillermo Suarez-Tangil Volodya Vovk Lorenzo Cavallaro
2016
conf/sp
DroidScribe: Classifying Android Malware Based on Runtime Behavior.
Santanu Kumar Dash Guillermo Suarez-Tangil Salahuddin J. Khan Kimberly Tam Mansour Ahmadi Johannes Kinder Lorenzo Cavallaro
2015
conf/ndss
CopperDroid: Automatic Reconstruction of Android Malware Behaviors.
Kimberly Tam Salahuddin J. Khan Aristide Fattori Lorenzo Cavallaro
2013
conf/dsn
Practical automated vulnerability monitoring using program state invariants.
Cristiano Giuffrida Lorenzo Cavallaro Andrew S. Tanenbaum
2012
conf/acsac
When hardware meets software: a bulletproof solution to forensic memory acquisition.
Alessandro Reina Aristide Fattori Fabio Pagani Lorenzo Cavallaro Danilo Bruschi
2011
conf/iciss
Taint-Enhanced Anomaly Detection.
Lorenzo Cavallaro R. Sekar
2010
conf/ccs
PAriCheck: an efficient pointer arithmetic checker for C programs.
Yves Younan Pieter Philippaerts Lorenzo Cavallaro R. Sekar Frank Piessens Wouter Joosen
2009
conf/ccs
Your botnet is my botnet: analysis of a botnet takeover.
Brett Stone-Gross Marco Cova Lorenzo Cavallaro Bob Gilbert Martin Szydlowski Richard A. Kemmerer Christopher Kruegel Giovanni Vigna
2008
conf/iciss
A Parallel Architecture for Stateful, High-Speed Intrusion Detection.
Luca Foschini Ashish V. Thapliyal Lorenzo Cavallaro Christopher Kruegel Giovanni Vigna
2005
conf/acsac
Replay Attack in TCG Specification and Solution.
Danilo Bruschi Lorenzo Cavallaro Andrea Lanzi Mattia Monga
2000
conf/acsac
Less Harm, Less Worry or How to Improve Network Security by Bounding System Offensiveness.
Danilo Bruschi Lorenzo Cavallaro Emilia Rosti

Coauthors

Aakanksha Saha (1)
Alessandro Reina (1)
Alexander Warnecke (1)
Amit Deo (1)
Andrea Lanzi (1)
Andrew S. Tanenbaum (1)
Annalisa Appice (1)
Aristide Fattori (2)
Ashish V. Thapliyal (1)
Bob Gilbert (1)
Brett Stone-Gross (1)
Christian Wressnegger (1)
Christopher Kruegel (3)
Corrado Loglisci (1)
Cristiano Giuffrida (1)
Daniel Arp (2)
Daniel Votipka (1)
Daniele Cono D'Elia (3)
Daniele Ferla (1)
Danilo Bruschi (3)
Daoyuan Li (1)
David Lo (1)
Davide Papini (1)
Dusan Repel (1)
Emilia Rosti (1)
Emilio Coppa (2)
Erwin Quiring (1)
Fabio Pagani (1)
Fabio Pierazzi (12)
Feargus Pendlebury (9)
Federico Barbero (1)
Federico Palmaro (2)
Flavio Toffalini (1)
Frank Piessens (1)
Fukutomo Nakanishi (1)
Gabriel Pizarro (1)
Gang Wang (2)
Gianluca Capozzi (1)
Giovanni Vigna (3)
Giulio De Pasquale (2)
Giuseppe Antonio Di Luna (1)
Giuseppina Andresini (1)
Gregory J. Duck (1)
Guillermo Suarez-Tangil (2)
Ilia Nouretdinov (1)
Ilya Grishchenko (1)
Jacopo Cortellazzi (3)
Jacques Klein (1)
James Mattei (1)
James Patrick-Evans (1)
Jianying Zhou (1)
Jie Wan (1)
Johannes Kinder (5)
Jorge Blasco (1)
Kevin Tu (1)
Kimberly Tam (2)
Konrad Rieck (1)
Kumar Sharad (1)
Leonardo Querzoni (1)
Li Li (1)
Limin Yang (2)
Lorenz Linhardt (1)
Lorenzo Cavallaro (36)
Luca Foschini (1)
Mansour Ahmadi (1)
Marco Cova (1)
Martin Szydlowski (1)
Martina Lindorfer (1)
Mathias Payer (1)
Mattia Monga (1)
Pieter Philippaerts (1)
R. Sekar (2)
Riccardo Iesari (1)
Richard A. Kemmerer (1)
Roberto Jordaney (3)
Roland H. C. Yap (1)
Salahuddin J. Khan (2)
Santanu Kumar Dash (3)
Shae McFadden (2)
Shuo Yang (1)
Simone Nicchi (1)
Tegawendé F. Bissyandé (1)
Theo Chow (1)
Tong Tang (1)
Volodya Vovk (1)
Wouter Joosen (1)
Xingzhi Qian (1)
Xinran Zheng (1)
Yiling He (1)
Yves Le Traon (1)
Yves Younan (1)
Zeliang Kan (5)
Zhenning Zhang (1)
Zhi Chen (2)
Zhi Wang (1)
Ziqi Yang (1)
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