Publications
, “Children Gender Recognition Under Unconstrained Conditions Based on Contextual Information”, in 22nd IEEE International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, 2014.
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(272.46 KB), “Dynamic weighted fusion of adaptive classifier ensembles based on changing data streams, In: Gayar N.E., Schwenker F., Suen C.Y, , , pp”, in 6th IAPR TC3 International Workshop on Artificial Neural Networks for Pattern Recognition (ANNPR 2014), 2014, vol. Springer LNAI 8774, pp. 105-116. (1.89 MB)
(1.89 MB), “Efficient Adaptive Face Recognition Systems Based on Capture Conditions, Proc. of ”, in IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM 2014), 2014. (574.39 KB)
(574.39 KB), “F -Measure Optimisation in Multi-label Classifiers”, in 22nd IEEE International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, 2014, pp. 3452 - 3456. (287.72 KB)
(287.72 KB), “On Learning and Recognition of Secure Patterns (Invited keynote at AISec '14)”, in AISec'14: Proceedings of the 2014 ACM Workshop on Artificial Intelligence and Security, co-located with CCS '14, Scottsdale, Arizona, USA, 2014, pp. 1-2. (110.67 KB)
(110.67 KB), “Lux0R: Detection of Malicious PDF-embedded JavaScript code through Discriminant Analysis of API References”, in AISec'14: Proceedings of the 2014 ACM Workshop on Artificial Intelligence and Security, co-located with CCS '14, Scottdale, Arizona, USA, 2014. (455.14 KB)
(455.14 KB), “Multimodal Anti-Spoofing in Biometric Recognition Systems”, in Handbook of Biometric Anti-Spoofing, Springer, 2014, pp. 165-184. (155.83 KB)
(155.83 KB), “A Novel Method for Head Pose Estimation based on the ``Vitruvian Man''”, International Journal of Machine Learning and Cybernetics, vol. 5, no. 1, 2014. (1.06 MB)
(1.06 MB), “Open issues on codebook generation in Image Classification tasks”, in 10th International Conference Machine Learning and Data Mining (MLDM), St. Petersburg, Russia, 2014, pp. 328-342. (229.92 KB)
(229.92 KB), “Pattern Recognition Systems under Attack: Design Issues and Research Challenges”, Int'l J. Patt. Recogn. Artif. Intell., vol. 28, no. 7, p. 1460002, 2014. (1.41 MB)
(1.41 MB), “People search with textual queries about clothing appearance attributes”, in Person Re‐Identification, Advances in Computer Vision and Pattern Recognition, Springer, 2014. (1.07 MB)
(1.07 MB), “Poisoning Behavioral Malware Clustering”, in AISec'14: Proceedings of the 2014 ACM Workshop on Artificial Intelligence and Security, co-located with CCS '14, Scottsdale, Arizona, USA, 2014, pp. 27-36. (375.58 KB)
(375.58 KB), “Poisoning complete-linkage hierarchical clustering”, in Joint IAPR Int'l Workshop on Structural, Syntactic, and Statistical Pattern Recognition (LNCS), Joensuu, Finland, 2014, vol. 8621, pp. 42-52. (388.31 KB)
(388.31 KB), “Privacy leakages in Smart Home Wireless Technologies”, in 2014 IEEE International Carnahan Conference on Security Technology, Rome, Italy, 2014. (329.97 KB)
(329.97 KB), “Retrieval of Diverse Images by Pre-filtering and Hierarchical Clustering”, in MediaEval (Online Working Notes), Barcelona; Spain, 2014, vol. 1263. (221.52 KB)
(221.52 KB), “Security evaluation of pattern classifiers under attack”, IEEE Transactions on Knowledge and Data Engineering, vol. 26, no. 4, pp. 984-996, 2014. (1.35 MB)
(1.35 MB), “Security Evaluation of Support Vector Machines in Adversarial Environments”, in Support Vector Machines Applications, Springer International Publishing, 2014, pp. 105-153. (687.1 KB)
(687.1 KB), “Toward an attack-sensitive tamper-resistant biometric recognition with a symmetric matcher: A fingerprint case study”, in IEEE Symposium on Computational Intelligence in Biometrics and Identity Management (CIBIM), Dec., 9-11, 2014, Orlando (Florida), 2014, pp. 175-180. (1.32 MB)
(1.32 MB), “On the usage of Sensor Pattern Noise for Picture-to-Identity linking through social network accounts”, in 9th International Conference on Computer Vision Theory and Applications (VISAPP 2014), Lisbon, Portugal, 2014. (340.78 KB)
(340.78 KB), “Adversarial Attacks against Intrusion Detection Systems: Taxonomy, Solutions and Open Issues”, Information Sciences, vol. 239, 2013. (1.49 MB)
(1.49 MB), “Biometric System Adaptation by Self-update and Graph-based techniques”, Journal of Visual Languages and Computing, Elsevier, 2013.
, “Combining Gait and Face for Tackling the Elapsed Time Challenges”, in IEEE 6th International Conference on Biometrics: Theory, Applications, and Systems (BTAS 2013), Washington DC (USA), 2013, pp. 1-8. (663.7 KB)
(663.7 KB), “A comparison of adaptive appearance methods for tracking faces in video surveillance”, in 5th International Conference on Imaging for Crime Detection and Prevention (ICDP-13), 2013.
, “Is Data Clustering in Adversarial Settings Secure?”, in AISec'13: Proceedings of the 2013 ACM Workshop on Artificial Intelligence and Security, Berlin, 2013, pp. 87-98. (300.52 KB)
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