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

Merkmale

  • 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

Institut

LVA Termine

TagZeitDatumOrtBeschreibung
Mo14:00 - 16:0007.01.2019EI 4 Reithoffer HS Introductory lecture
Di10:00 - 12:0008.01.2019EI 2 Pichelmayer HS Lecture - Machine Learning Security
Di14:00 - 16:0008.01.2019EI 8 Pötzl HS Lecture - Machine Learning Security
Mi09:00 - 11:0009.01.2019EI 2 Pichelmayer HS Lecture - Machine Learning Security
Mi14:00 - 16:0009.01.2019EI 2 Pichelmayer HS Lecture - Machine Learning Security
Do10:00 - 12:0010.01.2019EI 5 Hochenegg HS Lecture - Machine Learning Security
Do14:00 - 16:0010.01.2019EI 4 Reithoffer HS Lecture - Machine Learning Security
Fr11:00 - 13:0011.01.2019EI 10 Fritz Paschke HS Lecture - Machine Learning Security
Fr14:00 - 16:0011.01.2019EI 3 Sahulka HS Lecture - Machine Learning Security
Mo10:00 - 12:0014.01.2019EI 5 Hochenegg HS Lecture - Machine Learning Security
LVA wird geblockt abgehalten

LVA-Anmeldung

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

Anmeldemodalitäten:

Please register in TISS.

Curricula

Literatur

Es wird kein Skriptum zur Lehrveranstaltung angeboten.

Weitere Informationen

  • Anwesenheitspflicht!

Sprache

Englisch