The privacy dangers of data proliferation on the Web are well-known. Information on the Web has facilitated the deanonymization of anonymous bloggers, the de-sanitization of government records and the identification of individuals based on search engine queries. What has received less attention is Web-mining in support of privacy. In this position paper we argue that the very ability of Web dat...

At ACNS 2008, Canard et al. introduced the notion of trapdoor sanitizable signature (TSS) based on identity-based chameleon hash (IBCH). Trapdoor sanitizable signatures allow the signer of a message to delegate, at any time, the power of sanitization to possibly several entities who can modify predetermined parts of the message and generate a new signature on the sanitized message without inter...

In this paper we propose ConvXSS, a novel deep learning approach for the detection of XSS and code injection attacks, followed by context-based sanitization malicious if model detects any in application. Firstly, briefly discuss attacks that might pose threat to sustainable smart cities. Along with this, various approaches proposed previously alleviation these their respective limitations. Then...

Information is essential for all purpose of activities such as research, business decision making, etc. In this internet technology age there is no scarcity of information also. But if the information reveals the identity of a person or if it discloses confidential matters, then such information is a serious threat to privacy. So before publishing or sharing documents, the sensitive information...

This thesis is basically designed for privacy preserving utility mining using sanitization approach. In this work itemsets are provided safety using an approach , firstly we will calculate the utility of all itemsets as the product of item cost and its number of transactions, then we will set a threshold utility which will be the average of max and min utility. Now, we will try to reduce the di...

Dependency analysis is a program analysis that determinespotential data flow between program points. While it is not asecurity analysis per se, it is a viable basis for investigatingdata integrity, for ensuring confidentiality, and for guaran-teeing sanitization. A noninterference property can be statedand proved for the dependency analysis.We have designed and implement...

Traditionally, redaction has been the method chosen to mitigate the privacy issues related to the declassification of textual documents containing sensitive data. This process is based on removing sensitive words in the documents prior to their release and has the undesired side effect of severely reducing the utility of the content. Document sanitization is a recent alternative to redaction, w...