Private data is transmitted and stored online every second. Therefore, security and privacy
assurances should be provided at all times. However, that is not always the case. Private …

Anonymization of network traces is widely viewed as a necessary condition for releasing
such data for research purposes. For obvious privacy reasons, an important goal of trace …

Covering research at the frontier of this field, this volume presents state-of-the-art privacy-
preserving data mining techniques for application domains, such as medicine and social …

High quality network traffic data can be shared to enable knowledge discovery and advance
cyber defense research. However, due to its sensitive nature, ensuring safe sharing of such …

As security monitoring grows both more complicated and more sophisticated, there is an
increased demand for outsourcing these tasks to managed security service providers …

To intelligently create policies governing the anonymization of network logs, one must
analyze the effects of anonymization on both the security and utility of sanitized data. In this …

Network monitoring plays a crucial role in any network management environment.
Especially nowadays, with network speed and load constantly increasing, more and more …

Data anonymization is a viable solution for data owners to mitigate their privacy concerns.
However, existing data anonymization tools are inflexible to support various privacy and …

As network security monitoring grows more sophisticated, there is an increasing need for
outsourcing such tasks to third-party analysts. However, organizations are usually reluctant …

In this paper, we introduce a new access control model that aims at addressing the privacy
implications surrounding network monitoring. In fact, despite its importance, network …