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TKDE
2008
122views more  TKDE 2008»
15 years 9 days ago
Protection of Database Security via Collaborative Inference Detection
Malicious users can exploit the correlation among data to infer sensitive information from a series of seemingly innocuous data accesses. Thus, we develop an inference violation d...
Yu Chen, Wesley W. Chu
99
Voted
IJCAI
2001
15 years 1 months ago
Constraints as Data: A New Perspective on Inferring Probabilities
We present a new approach to inferring a probability distribution which is incompletely specified by a number of linear constraints. We argue that the currently most popular appro...
Manfred Jaeger
102
Voted
ECOOP
2004
Springer
15 years 5 months ago
Demand-Driven Type Inference with Subgoal Pruning: Trading Precision for Scalability
After two decades of effort, type inference for dynamically typed languages scales to programs of a few tens of thousands of lines of code, but no further. For larger programs, th...
S. Alexander Spoon, Olin Shivers
85
Voted
NIPS
2000
15 years 1 months ago
The Use of Classifiers in Sequential Inference
We study the problem of combining the outcomes of several different classifiers in a way that provides a coherent inference that satisfies some constraints. In particular, we deve...
Vasin Punyakanok, Dan Roth
106
Voted
DMKD
2003
ACM
108views Data Mining» more  DMKD 2003»
15 years 5 months ago
Dynamic inference control
An inference problem exists in a multilevel database if knowledge of some objects in the database allows information with a higher security level to be inferred. Many such inferen...
Jessica Staddon