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NIPS
2004
15 years 8 months ago
Distributed Information Regularization on Graphs
We provide a principle for semi-supervised learning based on optimizing the rate of communicating labels for unlabeled points with side information. The side information is expres...
Adrian Corduneanu, Tommi Jaakkola
CSFW
2009
IEEE
16 years 1 months ago
Tight Enforcement of Information-Release Policies for Dynamic Languages
This paper studies the problem of securing information release in dynamic languages. We propose (i) an intuitive framework for information-release policies expressing both what ca...
Aslan Askarov, Andrei Sabelfeld
IFIP
2009
Springer
16 years 1 months ago
Analysing the Information Flow Properties of Object-Capability Patterns
We consider the problem of detecting covert channels within security-enforcing object-capability patterns. Traditional formalisms for reasoning about the security properties of obj...
Toby C. Murray, Gavin Lowe
IFIP
2009
Springer
16 years 1 months ago
Applied Quantitative Information Flow and Statistical Databases
We firstly describe an algebraic structure which serves as solid basis to quantitatively reason about information flows. We demonstrate how programs in form of partition of state...
Jonathan Heusser, Pasquale Malacaria
HOLOMAS
2005
Springer
16 years 19 hour ago
An Information-Based Agent
Information-based agency is founded on two observations: everything in an agent’s world model is uncertain, and everything that an agent communicates gives away valuable informa...
John K. Debenham