Dynamic Code Analysis
Speaker: Radu Velea (BitDefender) Abstract: Static code analysis methods have the advantage of providing deterministic and reliable results. Malware has evolved beyond the point where simple pattern matching algorithms or …
10 events found.
Security Seminar
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Anomaly Detection Reading Group: Deep OC-SVM
Facultatea de Matematica si Informatica, sala 202Speaker: Andrei Pătrașcu (University of Bucharest) Abstract: Recent empirical results confirm that one-class (OC) classification methods remain among the most important learning strategies for anomaly detection. In this seminar, we …
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Anomaly Detection Reading Group: Deep RPCA
Facultatea de Matematica si Informatica, sala 202Speaker: Andrei Pătrașcu (University of Bucharest) Abstract: We continue our adventure by investigating existing results with Robust Principal Component Analysis (RPCA) and its adaptation to existing deep neural networks. Required …
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Anomaly Detection Reading Group: Graph Classification
Facultatea de Matematica si Informatica, sala GoogleSpeaker: Andra Băltoiu (University of Bucharest) Abstract: We continue our investigation on the task of detecting outliers in networks, by looking at the concept of signal variation on a graph. …
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Anomaly Detection Reading Group: Distributed Online AD
Facultatea de Matematica si Informatica, sala GoogleSpeaker: Paul Irofti (University of Bucharest) Abstract: We continue our investigation on the task of detecting outliers in networks when dealing with big-data and investigate existing online and distributed solutions. …
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Anomaly Detection Reading Group: Gaussian Mixture Models
Facultatea de Matematica si Informatica, sala 202Speaker: Andrei Pătrașcu (University of Bucharest) Abstract: We continue our adventure by investigating existing results using Gaussian Mixture Models (GMM) for anomaly detection and their adaptation to existing deep neural …
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Optimal Transport for (Unsupervised) Machine Learning
Facultatea de Matematica si Informatica, sala GoogleSpeaker: Andra Băltoiu (University of Bucharest) Abstract: After attending the "Summer School on Applied Harmonic Analysis and Machine Learning" in Genova, Andra will give us a short introduction on Optimal …
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Anomaly Detection Reading Group: Anomaly Detection by Unmasking
Facultatea de Matematica si Informatica, sala GoogleSpeaker: Marius Popescu (University of Bucharest) Abstract: We continue our adventure by investigating existing natural language processing results that deal with unmasking authorship and their application to anomaly detection. Required …
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Executarea, detecţia și prevenţia atacurilor de tip R.O.P
Facultatea de Matematica si Informatica, sala GoogleSpeaker: Sorin-Gabriel Radu (University of Bucharest) Abstract: Va fi prezentată o versiune extinsă a lucrări de licență ce va prezenta concepte de Return Orientated Programming, o tehnică de reciclare și combinare …
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Challenges in Banking
Facultatea de Matematica si Informatica, sala GoogleSpeaker: Horia Velicu (BRD - Groupe Societe Generale) Abstract: Presentation of topics of interest for 2020, objectives and data available at BRD. Proposals for the themes for the applied research …