Implementation of Security Systems for Detection and Prevention of Data Loss/Leakage at Organization via Traffic Inspection

12/28/2020
by   Mir Hassan, et al.
0

Data Loss/Leakage Prevention (DLP) continues to be the main issue for many large organizations. There are multiple numbers of emerging security attach scenarios and a limitless number of overcoming solutions. Today's enterprises' major concern is to protect confidential information because a leakage that compromises confidential data means that sensitive information is in competitors' hands. Different data types need to be protected. However, our research is focused only on data in motion (DIM) i-e data transferred through the network. The research and scenarios in this paper demonstrate a recent survey on information and data leakage incidents, which reveals its importance and also proposed a model solution that will offer the combination of previous methodologies with a new way of pattern matching by advanced content checker based on the use of machine learning to protect data within an organization and then take actions accordingly. This paper also proposed a DLP deployment design on the gateway level that shows how data is moving through intermediate channels before reaching the final destination using the squid proxy server and ICAP server.

READ FULL TEXT
research
12/11/2019

Rosita: Towards Automatic Elimination of Power-Analysis Leakage in Ciphers

Since their introduction over two decades ago, physical side-channel att...
research
07/04/2021

Real-time Detection and Adaptive Mitigation of Power-based Side-Channel Leakage in SoC

Power-based side-channel is a serious security threat to the System on C...
research
04/17/2020

A Case for Maximal Leakage as a Side Channel Leakage Metric

Side channels represent a broad class of security vulnerabilities that h...
research
08/18/2023

Mitigating the Risk of Knowledge Leakage in Knowledge Intensive Organizations: a Mobile Device Perspective

In the current knowledge economy, knowledge represents the most strategi...
research
02/23/2021

Measuring Data Leakage in Machine-Learning Models with Fisher Information

Machine-learning models contain information about the data they were tra...
research
02/24/2022

A Holistic View on Data Protection for Sharing, Communicating, and Computing Environments: Taxonomy and Future Directions

The data is an important asset of an organization and it is essential to...
research
07/25/2023

A Comprehensive Analysis on the Leakage of Fuzzy Matchers

This paper provides a comprehensive analysis of information leakage duri...

Please sign up or login with your details

Forgot password? Click here to reset