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2020 – today
- 2024
[j41]Diego Soi
, Alessandro Sanna, Davide Maiorca, Giorgio Giacinto:
Enhancing android malware detection explainability through function call graph APIs. J. Inf. Secur. Appl. 80: 103691 (2024)- [j40]Alessandro Sanna, Fabrizio Cara, Davide Maiorca, Giorgio Giacinto:
Oblivion: an open-source system for large-scale analysis of macro-based office malware. J. Comput. Virol. Hacking Tech. 20(4): 783-802 (2024) - [c97]Emmanuele Massidda, Lorenzo Pisu, Davide Maiorca, Giorgio Giacinto:
Bringing Binary Exploitation at Port 80: Understanding C Vulnerabilities in WebAssembly. SECRYPT 2024: 552-559 - [c96]Lorenzo Binosi, Pietro Mazzini, Alessandro Sanna, Michele Carminati, Giorgio Giacinto, Riccardo Lazzeretti, Stefano Zanero, Mario Polino, Emilio Coppa, Davide Maiorca:
Do You Trust Your Device? Open Challenges in IoT Security Analysis. SECRYPT 2024: 568-575 - [i20]Lorenzo Pisu, Davide Maiorca, Giorgio Giacinto:
A Survey of the Overlooked Dangers of Template Engines. CoRR abs/2405.01118 (2024) - [i19]Silvia Lucia Sanna, Diego Soi, Davide Maiorca, Giorgio Fumera, Giorgio Giacinto:
A Risk Estimation Study of Native Code Vulnerabilities in Android Applications. CoRR abs/2406.02011 (2024) - [i18]Raffaele Mura, Giuseppe Floris, Luca Scionis, Giorgio Piras, Maura Pintor, Ambra Demontis, Giorgio Giacinto, Battista Biggio, Fabio Roli:
HO-FMN: Hyperparameter Optimization for Fast Minimum-Norm Attacks. CoRR abs/2407.08806 (2024) - [i17]Giorgio Piras, Maura Pintor, Ambra Demontis, Battista Biggio, Giorgio Giacinto, Fabio Roli:
Adversarial Pruning: A Survey and Benchmark of Pruning Methods for Adversarial Robustness. CoRR abs/2409.01249 (2024) - 2023
- [j39]Francesco Bergadano, Giorgio Giacinto:
Special Issue "AI for Cybersecurity: Robust Models for Authentication, Threat and Anomaly Detection". Algorithms 16(7): 327 (2023) - [c95]Bruno Pala, Lorenzo Pisu, Silvia Lucia Sanna, Davide Maiorca, Giorgio Giacinto:
A Targeted Assessment of Cross-Site Scripting Detection Tools. ITASEC 2023 - [i16]Diego Soi, Davide Maiorca, Giorgio Giacinto, Harel Berger:
Can you See me? On the Visibility of NOPs against Android Malware Detectors. CoRR abs/2312.17356 (2023) - 2022
- [j38]Marco Melis, Michele Scalas, Ambra Demontis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli:
Do gradient-based explanations tell anything about adversarial robustness to android malware? Int. J. Mach. Learn. Cybern. 13(1): 217-232 (2022) - [c94]Francesco Meloni, Alessandro Sanna, Davide Maiorca, Giorgio Giacinto:
Extended Abstract: Effective Call Graph Fingerprinting for the Analysis and Classification of Windows Malware. DIMVA 2022: 42-52 - [c93]Luca Borzacchiello, Emilio Coppa, Davide Maiorca, Andrea Columbu, Camil Demetrescu, Giorgio Giacinto:
Reach Me if You Can: On Native Vulnerability Reachability in Android Apps. ESORICS (3) 2022: 701-722 - [c92]Adam Janovsky, Davide Maiorca, Dominik Macko, Vashek Matyas, Giorgio Giacinto:
Explaining the Use of Cryptographic API in Android Malware. ICSBT/SECRYPT (Revised Selected Papers) 2022: 69-97 - [c91]Adam Janovsky, Davide Maiorca, Dominik Macko, Vashek Matyas, Giorgio Giacinto:
A Longitudinal Study of Cryptographic API: A Decade of Android Malware. SECRYPT 2022: 121-133 - [e2]Lorenzo Cavallaro, Daniel Gruss, Giancarlo Pellegrino, Giorgio Giacinto:
Detection of Intrusions and Malware, and Vulnerability Assessment - 19th International Conference, DIMVA 2022, Cagliari, Italy, June 29 - July 1, 2022, Proceedings. Lecture Notes in Computer Science 13358, Springer 2022, ISBN 978-3-031-09483-5 [contents] - [i15]Adam Janovsky, Davide Maiorca, Dominik Macko, Vashek Matyas, Giorgio Giacinto:
A Longitudinal Study of Cryptographic API - a Decade of Android Malware. CoRR abs/2205.05573 (2022) - 2021
- [c90]Giuseppe Mario Malandrone, Giovanni Virdis, Giorgio Giacinto, Davide Maiorca:
PowerDecode: A PowerShell Script Decoder Dedicated to Malware Analysis. ITASEC 2021: 219-232 - 2020
- [j37]Davide Maiorca, Ambra Demontis, Battista Biggio, Fabio Roli, Giorgio Giacinto:
Adversarial Detection of Flash Malware: Limitations and Open Issues. Comput. Secur. 96: 101901 (2020) - [j36]Fabrizio Cara, Michele Scalas, Giorgio Giacinto, Davide Maiorca:
On the Feasibility of Adversarial Sample Creation Using the Android System API. Inf. 11(9): 433 (2020) - [j35]Lorenzo Putzu, Luca Piras, Giorgio Giacinto:
Convolutional neural networks for relevance feedback in content based image retrieval. Multim. Tools Appl. 79(37-38): 26995-27021 (2020) - [c89]Maria Teresa Rossi, Renan Greca, Ludovico Iovino, Giorgio Giacinto, Antonia Bertolino:
Defensive Programming for Smart Home Cybersecurity. EuroS&P Workshops 2020: 600-605 - [c88]Michele Scalas, Konrad Rieck, Giorgio Giacinto:
Explanation-Driven Characterization of Android Ransomware. ICPR Workshops (3) 2020: 228-242 - [i14]Marco Melis, Michele Scalas, Ambra Demontis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli:
Do Gradient-based Explanations Tell Anything About Adversarial Robustness to Android Malware? CoRR abs/2005.01452 (2020)
2010 – 2019
- 2019
- [j34]Michele Scalas, Davide Maiorca, Francesco Mercaldo, Corrado Aaron Visaggio, Fabio Martinelli, Giorgio Giacinto:
On the effectiveness of system API-related information for Android ransomware detection. Comput. Secur. 86: 168-182 (2019) - [j33]Davide Maiorca, Battista Biggio, Giorgio Giacinto:
Towards Adversarial Malware Detection: Lessons Learned from PDF-based Attacks. ACM Comput. Surv. 52(4): 78:1-78:36 (2019) - [j32]Ambra Demontis, Marco Melis, Battista Biggio, Davide Maiorca, Daniel Arp, Konrad Rieck, Igino Corona, Giorgio Giacinto, Fabio Roli:
Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection. IEEE Trans. Dependable Secur. Comput. 16(4): 711-724 (2019) - [c87]Denis Ugarte, Davide Maiorca, Fabrizio Cara, Giorgio Giacinto:
PowerDrive: Accurate De-obfuscation and Analysis of PowerShell Malware. DIMVA 2019: 240-259 - [e1]Roberto Perdisci, Clémentine Maurice, Giorgio Giacinto, Magnus Almgren:
Detection of Intrusions and Malware, and Vulnerability Assessment - 16th International Conference, DIMVA 2019, Gothenburg, Sweden, June 19-20, 2019, Proceedings. Lecture Notes in Computer Science 11543, Springer 2019, ISBN 978-3-030-22037-2 [contents] - [i13]Denis Ugarte, Davide Maiorca, Fabrizio Cara, Giorgio Giacinto:
PowerDrive: Accurate De-Obfuscation and Analysis of PowerShell Malware. CoRR abs/1904.10270 (2019) - [i12]Michele Scalas, Giorgio Giacinto:
Automotive Cybersecurity: Foundations for Next-Generation Vehicles. CoRR abs/1910.01037 (2019) - 2018
- [c86]Marco Melis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli:
Explaining Black-box Android Malware Detection. EUSIPCO 2018: 524-528 - [c85]Bojan Kolosnjaji, Ambra Demontis, Battista Biggio, Davide Maiorca, Giorgio Giacinto, Claudia Eckert, Fabio Roli:
Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables. EUSIPCO 2018: 533-537 - [c84]Lorenzo Putzu, Luca Piras, Giorgio Giacinto:
Ten Years of Relevance Score for Content Based Image Retrieval. MLDM (2) 2018: 117-131 - [i11]Mansour Ahmadi, Angelo Sotgiu, Giorgio Giacinto:
IntelliAV: Building an Effective On-Device Android Malware Detector. CoRR abs/1802.01185 (2018) - [i10]Marco Melis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli:
Explaining Black-box Android Malware Detection. CoRR abs/1803.03544 (2018) - [i9]Bojan Kolosnjaji, Ambra Demontis, Battista Biggio, Davide Maiorca, Giorgio Giacinto, Claudia Eckert, Fabio Roli:
Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables. CoRR abs/1803.04173 (2018) - [i8]Michele Scalas, Davide Maiorca, Francesco Mercaldo, Corrado Aaron Visaggio, Fabio Martinelli, Giorgio Giacinto:
R-PackDroid: Practical On-Device Detection of Android Ransomware. CoRR abs/1805.09563 (2018) - [i7]Davide Maiorca, Battista Biggio, Giorgio Giacinto:
Towards Robust Detection of Adversarial Infection Vectors: Lessons Learned in PDF Malware. CoRR abs/1811.00830 (2018) - [i6]Battista Biggio, Konrad Rieck, Davide Ariu, Christian Wressnegger, Igino Corona, Giorgio Giacinto, Fabio Roli:
Poisoning Behavioral Malware Clustering. CoRR abs/1811.09985 (2018) - 2017
- [j31]Luca Piras, Giorgio Giacinto:
Information fusion in content based image retrieval: A comprehensive overview. Inf. Fusion 37: 50-60 (2017) - [j30]Duc-Tien Dang-Nguyen, Luca Piras, Giorgio Giacinto, Giulia Boato, Francesco G. B. De Natale:
Multimodal Retrieval with Diversification and Relevance Feedback for Tourist Attraction Images. ACM Trans. Multim. Comput. Commun. Appl. 13(4): 49:1-49:24 (2017) - [c83]Paolo Piredda, Davide Ariu, Battista Biggio, Igino Corona, Luca Piras, Giorgio Giacinto, Fabio Roli:
Deepsquatting: Learning-Based Typosquatting Detection at Deeper Domain Levels. AI*IA 2017: 347-358 - [c82]Mansour Ahmadi, Angelo Sotgiu, Giorgio Giacinto:
IntelliAV: Toward the Feasibility of Building Intelligent Anti-malware on Android Devices. CD-MAKE 2017: 137-154 - [c81]Guillermo Suarez-Tangil, Santanu Kumar Dash, Mansour Ahmadi, Johannes Kinder, Giorgio Giacinto, Lorenzo Cavallaro:
DroidSieve: Fast and Accurate Classification of Obfuscated Android Malware. CODASPY 2017: 309-320 - [c80]Davide Maiorca, Paolo Russu, Igino Corona, Battista Biggio, Giorgio Giacinto:
Detection of Malicious Scripting Code Through Discriminant and Adversary-Aware API Analysis. ITASEC 2017: 96-105 - [c79]Ambra Demontis, Battista Biggio, Giorgio Fumera, Giorgio Giacinto, Fabio Roli:
Infinity-Norm Support Vector Machines Against Adversarial Label Contamination. ITASEC 2017: 106-115 - [c78]Davide Maiorca, Francesco Mercaldo, Giorgio Giacinto, Corrado Aaron Visaggio, Fabio Martinelli:
R-PackDroid: API package-based characterization and detection of mobile ransomware. SAC 2017: 1718-1723 - [i5]Ambra Demontis, Marco Melis, Battista Biggio, Davide Maiorca, Daniel Arp, Konrad Rieck, Igino Corona, Giorgio Giacinto, Fabio Roli:
Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection. CoRR abs/1704.08996 (2017) - [i4]Battista Biggio, Igino Corona, Davide Maiorca, Blaine Nelson, Nedim Srndic, Pavel Laskov, Giorgio Giacinto, Fabio Roli:
Evasion Attacks against Machine Learning at Test Time. CoRR abs/1708.06131 (2017) - [i3]Davide Maiorca, Battista Biggio, Maria Elena Chiappe, Giorgio Giacinto:
Adversarial Detection of Flash Malware: Limitations and Open Issues. CoRR abs/1710.10225 (2017) - 2016
- [c77]Mansour Ahmadi, Battista Biggio, Steven Arzt, Davide Ariu, Giorgio Giacinto:
Detecting Misuse of Google Cloud Messaging in Android Badware. SPSM@CCS 2016: 103-112 - [c76]Johannes Hoffmann, Teemu Rytilahti, Davide Maiorca, Marcel Winandy, Giorgio Giacinto, Thorsten Holz:
Evaluating Analysis Tools for Android Apps: Status Quo and Robustness Against Obfuscation. CODASPY 2016: 139-141 - [c75]Mansour Ahmadi, Dmitry Ulyanov, Stanislav Semenov, Mikhail Trofimov, Giorgio Giacinto:
Novel Feature Extraction, Selection and Fusion for Effective Malware Family Classification. CODASPY 2016: 183-194 - [c74]Matteo Contini, Igino Corona, Alessio Mulas, Giorgio Giacinto, Davide Ariu:
Pharmaguard WebApp: An Application for the Detection of Illegal Online Pharmacies. KDWeb 2016 - [c73]David Freeman, Sakshi Jain, Markus Dürmuth, Battista Biggio, Giorgio Giacinto:
Who Are You? A Statistical Approach to Measuring User Authenticity. NDSS 2016 - 2015
- [j29]Davide Maiorca, Davide Ariu, Igino Corona, Marco Aresu, Giorgio Giacinto:
Stealth attacks: An extended insight into the obfuscation effects on Android malware. Comput. Secur. 51: 16-31 (2015) - [j28]Davide Ariu, Igino Corona, Roberto Tronci, Giorgio Giacinto:
Machine Learning in Security Applications. Trans. Mach. Learn. Data Min. 8(1): 3-39 (2015) - [j27]Giorgio Giacinto:
Editorial. Trans. Mach. Learn. Data Min. 8(2): 59-60 (2015) - [j26]Masoud Narouei, Mansour Ahmadi, Giorgio Giacinto, Hassan Takabi, Ashkan Sami:
DLLMiner: structural mining for malware detection. Secur. Commun. Networks 8(18): 3311-3322 (2015) - [c72]Jart Armin, Bryn Thompson, Davide Ariu, Giorgio Giacinto, Fabio Roli, Piotr Kijewski:
2020 Cybercrime Economic Costs: No Measure No Solution. ARES 2015: 701-710 - [c71]Davide Ariu, Luca Didaci, Giorgio Fumera, Enrico Frumento, Federica Freschi, Giorgio Giacinto, Fabio Roli:
Yet Another Cybersecurity Roadmapping Methodology. ARES 2015: 719-726 - [c70]Thomas Hupperich, Davide Maiorca, Marc Kührer, Thorsten Holz, Giorgio Giacinto:
On the Robustness of Mobile Device Fingerprinting: Can Mobile Users Escape Modern Web-Tracking Mechanisms? ACSAC 2015: 191-200 - [c69]Igino Corona, Matteo Contini, Davide Ariu, Giorgio Giacinto, Fabio Roli, Michael Lund, Giorgio Marinelli:
PharmaGuard: Automatic identification of illegal search-indexed online pharmacies. CYBCONF 2015: 324-329 - [c68]Marco Melis, Luca Piras, Battista Biggio, Giorgio Giacinto, Giorgio Fumera, Fabio Roli:
Fast Image Classification with Reduced Multiclass Support Vector Machines. ICIAP (2) 2015: 78-88 - [c67]Davide Maiorca, Davide Ariu, Igino Corona, Giorgio Giacinto:
A Structural and Content-based Approach for a Precise and Robust Detection of Malicious PDF Files. ICISSP 2015: 27-36 - [c66]Davide Maiorca, Davide Ariu, Igino Corona, Giorgio Giacinto:
An Evasion Resilient Approach to the Detection of Malicious PDF Files. ICISSP (Revised Selected Papers) 2015: 68-85 - [c65]Duc-Tien Dang-Nguyen, Luca Piras, Giorgio Giacinto, Giulia Boato, Francesco G. B. De Natale:
A hybrid approach for retrieving diverse social images of landmarks. ICME 2015: 1-6 - [c64]Luca Piras, Deiv Furcas, Giorgio Giacinto:
User-driven Nearest Neighbour Exploration of Image Archives. ICPRAM (1) 2015: 181-189 - [c63]Marco Aresu, Davide Ariu, Mansour Ahmadi, Davide Maiorca, Giorgio Giacinto:
Clustering android malware families by http traffic. MALWARE 2015: 128-135 - [c62]Battista Biggio, Igino Corona, Zhi-Min He, Patrick P. K. Chan, Giorgio Giacinto, Daniel S. Yeung, Fabio Roli:
One-and-a-Half-Class Multiple Classifier Systems for Secure Learning Against Evasion Attacks at Test Time. MCS 2015: 168-180 - [c61]Duc-Tien Dang-Nguyen, Giulia Boato, Francesco G. B. De Natale, Luca Piras, Giorgio Giacinto, Franco Tuveri, Manuela Angioni:
Multimodal-based Diversified Summarization in Social Image Retrieval. MediaEval 2015 - [i2]Mansour Ahmadi, Giorgio Giacinto, Dmitry Ulyanov, Stanislav Semenov, Mikhail Trofimov:
Novel feature extraction, selection and fusion for effective malware family classification. CoRR abs/1511.04317 (2015) - 2014
- [c60]Battista Biggio, Konrad Rieck, Davide Ariu, Christian Wressnegger, Igino Corona, Giorgio Giacinto, Fabio Roli:
Poisoning behavioral malware clustering. AISec@CCS 2014: 27-36 - [c59]Igino Corona, Davide Maiorca, Davide Ariu, Giorgio Giacinto:
Lux0R: Detection of Malicious PDF-embedded JavaScript code through Discriminant Analysis of API References. AISec@CCS 2014: 47-57 - [c58]Duc-Tien Dang-Nguyen, Luca Piras, Giorgio Giacinto, Giulia Boato, Francesco G. B. De Natale:
Retrieval of Diverse Images by Pre-filtering and Hierarchical Clustering. MediaEval 2014 - [c57]Luca Piras, Giorgio Giacinto:
Open Issues on Codebook Generation in Image Classification Tasks. MLDM 2014: 328-342 - [i1]Battista Biggio, Igino Corona, Blaine Nelson, Benjamin I. P. Rubinstein, Davide Maiorca, Giorgio Fumera, Giorgio Giacinto, Fabio Roli:
Security Evaluation of Support Vector Machines in Adversarial Environments. CoRR abs/1401.7727 (2014) - 2013
- [j25]Roberto Perdisci, Davide Ariu, Giorgio Giacinto:
Scalable fine-grained behavioral clustering of HTTP-based malware. Comput. Networks 57(2): 487-500 (2013) - [j24]Igino Corona, Giorgio Giacinto, Fabio Roli:
Adversarial attacks against intrusion detection systems: Taxonomy, solutions and open issues. Inf. Sci. 239: 201-225 (2013) - [c56]Davide Maiorca, Igino Corona, Giorgio Giacinto:
Looking at the bag is not enough to find the bomb: an evasion of structural methods for malicious PDF files detection. AsiaCCS 2013: 119-130 - [c55]Luca Piras, Roberto Tronci, Giorgio Giacinto:
Diversity in Ensembles of Codebooks for Visual Concept Detection. ICIAP (2) 2013: 399-408 - [c54]Luca Piras, Giorgio Giacinto, Roberto Paredes:
Passive-aggressive Online Learning for Relevance Feedback in Content based Image Retrieval. ICPRAM 2013: 182-187 - [c53]Battista Biggio, Igino Corona, Davide Maiorca, Blaine Nelson, Nedim Srndic, Pavel Laskov, Giorgio Giacinto, Fabio Roli:
Evasion Attacks against Machine Learning at Test Time. ECML/PKDD (3) 2013: 387-402 - 2012
- [j23]Roberto Tronci, Luca Piras, Giorgio Giacinto:
Performance Evaluation of Relevance Feedback for Image Retrieval by "Real-World" Multi-Tagged Image Datasets. Int. J. Multim. Data Eng. Manag. 3(1): 1-16 (2012) - [j22]Luca Piras, Giorgio Giacinto:
Synthetic pattern generation for imbalanced learning in image retrieval. Pattern Recognit. Lett. 33(16): 2198-2205 (2012) - [j21]Roberto Perdisci, Igino Corona, Giorgio Giacinto:
Early Detection of Malicious Flux Networks via Large-Scale Passive DNS Traffic Analysis. IEEE Trans. Dependable Secur. Comput. 9(5): 714-726 (2012) - [c52]Luca Piras, Roberto Tronci, Gabriele Murgia, Giorgio Giacinto:
The PRA and AmILAB at ImageCLEF 2012 Photo Flickr Annotation Task. CLEF (Online Working Notes/Labs/Workshop) 2012 - [c51]Roberto Tronci, Luca Piras, Gabriele Murgia, Giorgio Giacinto:
Image Hunter at ImageCLEF 2012 Personal Photo Retrieval Task. CLEF (Online Working Notes/Labs/Workshop) 2012 - [c50]Igino Corona, Roberto Tronci, Giorgio Giacinto:
SuStorID: A multiple classifier system for the protection of web services. ICPR 2012: 2375-2378 - [c49]Luca Piras, Giorgio Giacinto, Roberto Paredes:
Enhancing Image Retrieval by an Exploration-Exploitation Approach. MLDM 2012: 355-365 - [c48]Davide Maiorca, Giorgio Giacinto, Igino Corona:
A Pattern Recognition System for Malicious PDF Files Detection. MLDM 2012: 510-524 - 2011
- [j20]Davide Ariu, Roberto Tronci, Giorgio Giacinto:
HMMPayl: An intrusion detection system based on Hidden Markov Models. Comput. Secur. 30(4): 221-241 (2011) - [j19]Giorgio Giacinto, Belur V. Dasarathy:
Machine learning for computer security: A guide to prospective authors. Inf. Fusion 12(3): 238-239 (2011) - [j18]Giorgio Giacinto:
Moving Targets in Computer Security and Multimedia Retrieval. Trans. Mach. Learn. Data Min. 4(1): 30-52 (2011) - [c47]Roberto Tronci, Gabriele Murgia, Maurizio Pili, Luca Piras, Giorgio Giacinto:
ImageHunter: a Novel Tool for Relevance Feedback in Content Based Image Retrieval. DART@AI*IA 2011 - [c46]Roberto Tronci, Gabriele Murgia, Maurizio Pili, Luca Piras, Giorgio Giacinto:
ImageHunter: A Novel Tool for Relevance Feedback in Content Based Image Retrieval. DART@AI*IA (Revised and Invited Papers) 2011: 53-70 - [c45]Davide Ariu, Giorgio Giacinto, Fabio Roli:
Machine learning in computer forensics (and the lessons learned from machine learning in computer security). AISec 2011: 99-104 - [c44]Luca Piras, Giorgio Giacinto:
Dissimilarity Representation in Multi-feature Spaces for Image Retrieval. ICIAP (1) 2011: 139-148 - [c43]Roberto Tronci, Luisa Falqui, Luca Piras, Giorgio Giacinto:
A Study on the Evaluation of Relevance Feedback in Multi-tagged Image Datasets. ISM 2011: 452-457 - [c42]Davide Ariu, Giorgio Giacinto:
A Modular Architecture for the Analysis of HTTP Payloads Based on Multiple Classifiers. MCS 2011: 330-339 - [c41]Battista Biggio, Igino Corona, Giorgio Fumera, Giorgio Giacinto, Fabio Roli:
Bagging Classifiers for Fighting Poisoning Attacks in Adversarial Classification Tasks. MCS 2011: 350-359 - 2010
- [j17]Attilio Gambardella, Giorgio Giacinto, Maurizio Migliaccio, Andrea Montali:
One-class classification for oil spill detection. Pattern Anal. Appl. 13(3): 349-366 (2010) - [c40]Luca Piras, Giorgio Giacinto:
Unbalanced learning in content-based image classification and retrieval. ICME 2010: 36-41 - [c39]Carlo Lobrano, Roberto Tronci, Giorgio Giacinto, Fabio Roli:
A Score Decidability Index for Dynamic Score Combination. ICPR 2010: 69-72 - [c38]Giorgio Giacinto:
Moving Targets. ICDM 2010: 1-16 - [c37]Carlo Lobrano, Roberto Tronci, Giorgio Giacinto, Fabio Roli:
Dynamic Linear Combination of Two-Class Classifiers. SSPR/SPR 2010: 473-482 - [c36]Luca Piras, Giorgio Giacinto:
K-Nearest Neighbors directed synthetic images injection. WIAMIS 2010: 1-4 - [c35]Davide Ariu, Giorgio Giacinto:
HMMPayl: an application of HMM to the analysis of the HTTP Payload. WAPA 2010: 81-87 - [c34]Igino Corona, Giorgio Giacinto:
Detection of Server-side Web Attacks. WAPA 2010: 160-166
2000 – 2009
- 2009
- [j16]Roberto Perdisci, Davide Ariu, Prahlad Fogla, Giorgio Giacinto, Wenke Lee:
McPAD: A multiple classifier system for accurate payload-based anomaly detection. Comput. Networks 53(6): 864-881 (2009) - [j15]Roberto Tronci, Giorgio Giacinto, Fabio Roli:
Designing multiple biometric systems: Measures of ensemble effectiveness. Eng. Appl. Artif. Intell. 22(1): 66-78 (2009) - [j14]Giorgio Giacinto, Fabio Roli, Carlo Sansone:
Information fusion in computer security. Inf. Fusion 10(4): 272-273 (2009) - [j13]Igino Corona, Giorgio Giacinto, Claudio Mazzariello, Fabio Roli, Carlo Sansone:
Information fusion for computer security: State of the art and open issues. Inf. Fusion 10(4): 274-284 (2009) - [c33]Igino Corona, Davide Ariu, Giorgio Giacinto:
HMM-Web: A Framework for the Detection of Attacks Against Web Applications. ICC 2009: 1-6 - [c32]Roberto Tronci, Giorgio Giacinto, Fabio Roli:
Dynamic Score Combination: A Supervised and Unsupervised Score Combination Method. MLDM 2009: 163-177 - [c31]Luca Piras, Giorgio Giacinto:
Neighborhood-based feature weighting for relevance feedback in content-based retrieval. WIAMIS 2009: 238-241 - 2008
- [j12]Giorgio Giacinto, Roberto Perdisci, Mauro Del Rio, Fabio Roli:
Intrusion detection in computer networks by a modular ensemble of one-class classifiers. Inf. Fusion 9(1): 69-82 (2008) - [c30]Roberto Tronci, Giorgio Giacinto, Fabio Roli:
Dynamic score combination of binary experts. ICPR 2008: 1-4 - [c29]Attilio Gambardella, Giorgio Giacinto, Maurizio Migliaccio:
On the Mathematical Formulation of the SAR Oil-Spill Observation Problem. IGARSS (3) 2008: 1382-1385 - [c28]Roberto Tronci, Giorgio Giacinto, Fabio Roli:
Combination of Experts by Classifiers in Similarity Score Spaces. SSPR/SPR 2008: 821-830 - [p1]Giorgio Giacinto, Fabio Roli:
Instance-Based Relevance Feedback in Image Retrieval Using Dissimilarity Spaces. Case-Based Reasoning on Images and Signals 2008: 419-436 - 2007
- [c27]Giorgio Giacinto:
A nearest-neighbor approach to relevance feedback in content based image retrieval. CIVR 2007: 456-463 - [c26]Roberto Tronci, Giorgio Giacinto, Fabio Roli:
Dynamic Score Selection for Fusion of Multiple Biometric Matchers. ICIAP 2007: 15-22 - [c25]Roberto Tronci, Giorgio Giacinto, Fabio Roli:
Index Driven Combination of Multiple Biometric Experts for AUC Maximisation. MCS 2007: 357-366 - [c24]Davide Ariu, Giorgio Giacinto, Roberto Perdisci:
Sensing Attacks in Computers Networks with Hidden Markov Models. MLDM 2007: 449-463 - [c23]Roberto Tronci, Giorgio Giacinto, Fabio Roli:
Selection of Experts for the Design of Multiple Biometric Systems. MLDM 2007: 795-809 - 2006
- [j11]Roberto Perdisci, Giorgio Giacinto, Fabio Roli:
Alarm clustering for intrusion detection systems in computer networks. Eng. Appl. Artif. Intell. 19(4): 429-438 (2006) - 2005
- [j10]Luca Didaci, Giorgio Giacinto, Fabio Roli, Gian Luca Marcialis:
A study on the performances of dynamic classifier selection based on local accuracy estimation. Pattern Recognit. 38(11): 2188-2191 (2005) - [c22]Giorgio Giacinto, Roberto Perdisci, Fabio Roli:
Network Intrusion Detection by Combining One-Class Classifiers. ICIAP 2005: 58-65 - [c21]Giorgio Giacinto, Fabio Roli, Roberto Tronci:
Score Selection Techniques for Fingerprint Multi-modal Biometric Authentication. ICIAP 2005: 1018-1025 - [c20]Giorgio Giacinto, Roberto Perdisci, Fabio Roli:
Alarm Clustering for Intrusion Detection Systems in Computer Networks. MLDM 2005: 184-193 - 2004
- [j9]Giorgio Giacinto, Fabio Roli:
Bayesian relevance feedback for content-based image retrieval. Pattern Recognit. 37(7): 1499-1508 (2004) - [c19]Giorgio Giacinto, Fabio Roli:
Nearest-Prototype Relevance Feedback for Content Based Image Retrieval. ICPR (2) 2004: 989-992 - [c18]Luca Didaci, Giorgio Giacinto:
Dynamic Classifier Selection by Adaptive k-Nearest-Neighbourhood Rule. Multiple Classifier Systems 2004: 174-183 - [c17]Giorgio Giacinto, Fabio Roli:
Instance-Based Relevance Feedback for Image Retrieval. NIPS 2004: 489-496 - 2003
- [j8]Giorgio Giacinto, Fabio Roli, Luca Didaci:
Fusion of multiple classifiers for intrusion detection in computer networks. Pattern Recognit. Lett. 24(12): 1795-1803 (2003) - [c16]Giorgio Giacinto, Fabio Roli, Luca Didaci:
A Modular Multiple Classifier System for the Detection of Intrusions in Computer Networks. Multiple Classifier Systems 2003: 346-355 - [c15]Giorgio Giacinto, Fabio Roli:
Dissimilarity Representation of Images for Relevance Feedback in Content-Based Image Retrieval. MLDM 2003: 202-214 - 2002
- [c14]Giorgio Giacinto, Fabio Roli:
Intrusion Detection in Computer Networks by Multiple Classifier Systems. ICPR (2) 2002: 390-393 - [c13]Giorgio Giacinto, Fabio Roli:
Query Shifting Based on Bayesian Decision Theory for Content-Based Image Retrieval. SSPR/SPR 2002: 607-616 - 2001
- [j7]Giorgio Giacinto, Fabio Roli:
Design of effective neural network ensembles for image classification purposes. Image Vis. Comput. 19(9-10): 699-707 (2001) - [j6]Giorgio Giacinto, Fabio Roli:
Dynamic classifier selection based on multiple classifier behaviour. Pattern Recognit. 34(9): 1879-1881 (2001) - [j5]Giorgio Giacinto, Fabio Roli:
An approach to the automatic design of multiple classifier systems. Pattern Recognit. Lett. 22(1): 25-33 (2001) - [c12]Fabio Roli, Giorgio Giacinto, Gianni Vernazza:
Methods for Designing Multiple Classifier Systems. Multiple Classifier Systems 2001: 78-87 - [c11]Giorgio Giacinto, Fabio Roli, Giorgio Fumera:
Adaptive Query Shifting for Content-Based Image Retrieval. MLDM 2001: 337-346 - 2000
- [j4]Giorgio Fumera, Fabio Roli, Giorgio Giacinto:
Reject option with multiple thresholds. Pattern Recognit. 33(12): 2099-2101 (2000) - [j3]Giorgio Giacinto, Fabio Roli, Lorenzo Bruzzone:
Combination of neural and statistical algorithms for supervised classification of remote-sensing image. Pattern Recognit. Lett. 21(5): 385-397 (2000) - [c10]Giorgio Giacinto, Fabio Roli:
A Theoretical Framework for Dynamic Classifier Selection. ICPR 2000: 2008-2011 - [c9]Giorgio Giacinto, Fabio Roli, Giorgio Fumera:
Design of Effective Multiple Classifier Systems by Clustering of Classifiers. ICPR 2000: 2160-2163 - [c8]Giorgio Giacinto, Fabio Roli, Giorgio Fumera:
Unsupervised Learning of Neural Network Ensembles for Image Classification. IJCNN (3) 2000: 155-162 - [c7]Giorgio Giacinto, Fabio Roli:
Dynamic Classifier Selection. Multiple Classifier Systems 2000: 177-189 - [c6]Giorgio Giacinto, Fabio Roli, Giorgio Fumera:
Selection of Classifiers Based on Multiple Classifier Behaviour. SSPR/SPR 2000: 87-93 - [c5]Giorgio Fumera, Fabio Roli, Giorgio Giacinto:
Multiple Reject Thresholds for Improving Classification Reliability. SSPR/SPR 2000: 863-871
1990 – 1999
- 1999
- [c4]Giorgio Giacinto, Fabio Roli:
Methods for Dynamic Classifier Selection. ICIAP 1999: 659-664 - [c3]Giorgio Giacinto, Fabio Roli:
Automatic Design of Multiple Classifier Systems by Unsupervised Learning. MLDM 1999: 131-143 - 1998
- [j2]Eugenio Costamagna, Alessandra Fanni, Giorgio Giacinto:
A Tabu Search algorithm for the optimisation of telecommunication networks. Eur. J. Oper. Res. 106(2-3): 357-372 (1998) - 1997
- [j1]Giorgio Giacinto, R. Paolucci, Fabio Roli:
Application of neural networks and statistical pattern recognition algorithms to earthquake risk evaluation. Pattern Recognit. Lett. 18(11-13): 1353-1362 (1997) - [c2]Giorgio Giacinto, Fabio Roli:
Adaptive Selection of Image Classifiers. ICIAP (1) 1997: 38-45 - [c1]Jim Austin, Giorgio Giacinto, I. Kanellopoulos, Ken Lees, Fabio Roli, Gianni Vernazza, G. Wilkinson:
The COMPARES Project: COnnectionist Methods for Preprocessing and Analysis of REmote Sensing Data. ICIAP (2) 1997: 765-772
Coauthor Index
[i18] [i17] [j38] [j37] [i14] [j32] [c86] [c85] [i10] [i9] [i6] [c83] [c79] [i5] [i4] [c72] [c71] [c69] [c68] [c62] [c60] [i1] [j24] [c53] [c45] [c41] [c39] [c37] [j15] [j14] [j13] [c32] [j12] [c30] [c28] [p1] [c26] [c25] [c23] [j11] [j10] [c22] [c21] [c20] [j9] [c19] [c17] [j8] [c16] [c15] [c14] [c13] [j7] [j6] [j5] [c12] [c11] [j4] [j3] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [j1] [c2] [c1]
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