199.082 Machine Learning Security
Diese Lehrveranstaltung ist in allen zugeordneten Curricula Teil der STEOP.
Diese Lehrveranstaltung ist in mindestens einem zugeordneten Curriculum Teil der STEOP.

2018W, VU, 2.0h, 3.0EC, wird geblockt abgehalten


  • Semesterwochenstunden: 2.0
  • ECTS: 3.0
  • Typ: VU Vorlesung mit Übung

Ziele der Lehrveranstaltung

Artificial intelligence (AI) and machine learning (ML) techniques are being increasingly deployed in cyber-security settings. Examples of critical applications include network anomaly detectionbiometric authenticationspam detection, and data analytics based financial fraud detection. At the same time, advanced ML algorithms also give attacker’s an advantage, setting up a complex interplay between attackers and defenders. An important example is in the area of web privacy; it has been shown sophisticated attackers can use advanced inference techniques to compromise the identity of web users. In response, web users can intentionally add ``noise” to their online behaviors to evade advanced recognition attacks, borrowing tools from the literature on differential privacy.

Inhalt der Lehrveranstaltung

This is a visiting professor course of the Vienna PhD School of Informatics.

Weitere Informationen

This course will be held by Siddharth Garg, New York University/Tandon School of Engineering.

Course schedule:
The course will be held from January 7 - 15, 2019.

Details will be presented in the introductory lecture on Jan 7, 2pm, lecture room EI4

Vortragende Personen


LVA Termine

Mo.14:00 - 16:0007.01.2019EI 4 Reithoffer HS Introductory lecture
Di.10:00 - 12:0008.01.2019EI 2 Pichelmayer HS - ETIT Lecture - Machine Learning Security
Di.14:00 - 16:0008.01.2019EI 8 Pötzl HS - QUER Lecture - Machine Learning Security
Mi.09:00 - 11:0009.01.2019EI 2 Pichelmayer HS - ETIT Lecture - Machine Learning Security
Mi.14:00 - 16:0009.01.2019EI 2 Pichelmayer HS - ETIT Lecture - Machine Learning Security
Do.10:00 - 12:0010.01.2019EI 5 Hochenegg HS Lecture - Machine Learning Security
Do.14:00 - 16:0010.01.2019EI 4 Reithoffer HS Lecture - Machine Learning Security
Fr.11:00 - 13:0011.01.2019EI 10 Fritz Paschke HS - UIW Lecture - Machine Learning Security
Fr.14:00 - 16:0011.01.2019EI 3 Sahulka HS - UIW Lecture - Machine Learning Security
Mo.10:00 - 12:0014.01.2019EI 5 Hochenegg HS Lecture - Machine Learning Security
LVA wird geblockt abgehalten


Von Bis Abmeldung bis
01.10.2018 00:00 10.01.2019 23:59


Please register in TISS.


786 881 Informatik Gebundenes Wahlfach
880 FW Freie Wahlfächer - Informatik Freifach
PhD Vienna PhD School of Informatics Keine Angabe


Es wird kein Skriptum zur Lehrveranstaltung angeboten.

Weitere Informationen

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