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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the professor, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information on professor
ProfessorCarminati Michele
QualificationUntenured researcher legge 240/10 full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorING-INF/05 - Information Processing Systems
Curriculum VitaeDownload CV (325.98Kb - 02/12/2019)
OrcIDhttps://orcid.org/0000-0001-8284-6074

Contacts
Professor's office hoursProfessor's office hours is not available yet
E-mailmichele.carminati@polimi.it
Professor's personal website--

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2023 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Advancing Fraud Detection Systems through Online Learning (Show >>)
CANdito: Improving Payload-Based Detection of Attacks on Controller Area Networks (Show >>)
Evaluating the Robustness of Automotive Intrusion Detection Systems Against Evasion Attacks (Show >>)
HAMLET: A Transformer Based Approach for Money Laundering Detection (Show >>)
Rainfuzz: Reinforcement-Learning Driven Heat-Maps for Boosting Coverage-Guided Fuzzing (Show >>)
Task Aware Intrusion Detection for Industrial Robots (Show >>)
The Good, the Bad, and the Binary: An LSTM-Based Method for Section Boundary Detection in Firmware Analysis (Show >>)
Untangle: Aiding Global Function Pointer Hijacking for Post-CET Binary Exploitation (Show >>)
Journal Articles
BINO: Automatic Recognition of Inline Binary Functions from Template Classes (Show >>)
CANova: A hybrid intrusion detection framework based on automatic signal classification for CAN (Show >>)
CyFence: Securing Cyber-physical Controllers Via Trusted Execution Environment (Show >>)
Fraud Detection Under Siege: Practical Poisoning Attacks and Defense Strategies (Show >>)


List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A Natural Language Processing Approach for Financial Fraud Detection (Show >>)
CANflict: Exploiting Peripheral Conflicts for Data-Link Layer Attacks on Automotive Networks (Show >>)
Journal Articles
A Systematical and Longitudinal Study of Evasive Behaviors in Windows Malware (Show >>)
Amaretto: An Active Learning Framework for Money Laundering Detection (Show >>)
Apícula: Static Detection of API Calls in Generic Streams of Bytes (Show >>)


List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
CANnolo: An Anomaly Detection System based on LSTM Autoencoders for Controller Area Network (Show >>)
GOLIATH: A Decentralized Framework for Data Collection in Intelligent Transportation Systems (Show >>)


List of publications and reserach products for the year 2020 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Constrained Concealment Attacks against Reconstruction-based Anomaly Detectors in Industrial Control Systems (Show >>)
Evasion Attacks against Banking Fraud Detection Systems (Show >>)
NoSQL Breakdown: A Large-scale Analysis of Misconfigured NoSQL Services (Show >>)
Journal Articles
ReCAN – Dataset for reverse engineering of Controller Area Networks (Show >>)


List of publications and reserach products for the year 2019 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A Secure-by-Design Framework for Automotive On-board Network Risk Analysis (Show >>)
CopyCAN: An Error-Handling Protocol based Intrusion Detection System for Controller Area Network (Show >>)
manifesti v. 3.5.10 / 3.5.10
Area Servizi ICT
27/09/2023