Tools and Techniques for Network Forensics
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On the Uniqueness of Browser Extensions and Web Logins
To Extend or not to Extend: on the Uniqueness of Browser Extensions and Web Logins Gábor György Gulyás Dolière Francis Somé INRIA INRIA [email protected] [email protected] Nataliia Bielova Claude Castelluccia INRIA INRIA [email protected] [email protected] ABSTRACT shown that a user’s browser has a number of “physical” charac- Recent works showed that websites can detect browser extensions teristics that can be used to uniquely identify her browser and that users install and websites they are logged into. This poses sig- hence to track it across the Web. Fingerprinting of users’ devices is nificant privacy risks, since extensions and Web logins that reflect similar to physical biometric traits of people, where only physical user’s behavior, can be used to uniquely identify users on the Web. characteristics are studied. This paper reports on the first large-scale behavioral uniqueness Similar to previous demonstrations of user uniqueness based on study based on 16,393 users who visited our website. We test and their behavior [23, 50], behavioral characteristics, such as browser detect the presence of 16,743 Chrome extensions, covering 28% settings and the way people use their browsers can also help to of all free Chrome extensions. We also detect whether the user is uniquely identify Web users. For example, a user installs web connected to 60 different websites. browser extensions she prefers, such as AdBlock [1], LastPass [14] We analyze how unique users are based on their behavior, and find or Ghostery [8] to enrich her Web experience. Also, while brows- out that 54.86% of users that have installed at least one detectable ing the Web, she logs into her favorite social networks, such as extension are unique; 19.53% of users are unique among those who Gmail [13], Facebook [7] or LinkedIn [15]. -
Replication: Why We Still Can't Browse in Peace
Replication: Why We Still Can’t Browse in Peace: On the Uniqueness and Reidentifiability of Web Browsing Histories Sarah Bird, Ilana Segall, and Martin Lopatka, Mozilla https://www.usenix.org/conference/soups2020/presentation/bird This paper is included in the Proceedings of the Sixteenth Symposium on Usable Privacy and Security. August 10–11, 2020 978-1-939133-16-8 Open access to the Proceedings of the Sixteenth Symposium on Usable Privacy and Security is sponsored by USENIX. Replication: Why We Still Can’t Browse in Peace: On the Uniqueness and Reidentifiability of Web Browsing Histories Sarah Bird Ilana Segall Martin Lopatka Mozilla Mozilla Mozilla Abstract This work seeks to reproduce the findings of Olejnik, Castel- We examine the threat to individuals’ privacy based on the luccia, and Janc [48] regarding the leakage of private infor- feasibility of reidentifying users through distinctive profiles mation when users browse the web. The reach of large-scale of their browsing history visible to websites and third par- providers of analytics and advertisement services into the ties. This work replicates and extends the 2012 paper Why overall set of web properties shows a continued increase in Johnny Can’t Browse in Peace: On the Uniqueness of Web visibility [64] by such parties across a plurality of web prop- Browsing History Patterns [48]. The original work demon- erties. This makes the threat of history-based profiling even strated that browsing profiles are highly distinctive and stable. more tangible and urgent now than when originally proposed. We reproduce those results and extend the original work to detail the privacy risk posed by the aggregation of browsing 2 Background and related work histories. -
Part 1 Digital Forensics Module Jaap Van Ginkel Silvio Oertli
Part 1 Digital Forensics Module Jaap van Ginkel Silvio Oertli July 2016 Agenda • Part 1: Introduction – Definitions / Processes • Part 2: Theory in Practice – From planning to presentation • Part 3: Live Forensics – How to acquire a memory image – Investigate the image • Part 4: Advanced Topics – Tools – Where to go from here – And more 2 Disclaimer§ • A one or two-day course on forensics will not make you a forensics expert. – Professionals spend most of their working time performing forensic analysis and thus become an expert. • All we can offer is to shed some light on a quickly developing and broad field and a chance to look at some tools. • We will mostly cover Open Source Forensic Tools. 3 Introduction Forensics in History 4 Forensics – History 2000 BC 1200 BC 5 Introduction Definitions / Processes 6 Forensics – The Field digital forensics Computer Forensics Disk Forensics Mobil Forensics Memory Forensics Datenbase Forensics Live Forensics Network Forensics 7 Forensics - Definition • Digital Forensics [1]: – Digital forensics (sometimes known as digital forensic science) is a branch of forensic science encompassing the recovery and investigation of material found in digital devices, often in relation to computer crime. • Computer Forensics [2]: – Computer forensics (sometimes known as computer forensic science) is a branch of digital forensic science pertaining to legal evidence found in computers and digital storage media. The goal of computer forensics is to examine digital media in a forensically sound manner with the aim of identifying, preserving, recovering, analyzing and presenting facts and opinions about the information. 8 Forensics - Definitions • Network Forensics [3]: – Network forensics is a sub-branch of digital forensics relating to the monitoring and analysis of computer network traffic for the purposes of information gathering, legal evidence, or intrusion detection.[1] Unlike other areas of digital forensics, network investigations deal with volatile and dynamic information. -
Website Error Messages
Website Error Messages CO with a white page or 429 – Too many requests From time to time you may experience one of these login errors. CO with a white page This error occurs due to overloading. Please try again by clicking the back button or going to the web page again. You may need to try again more than once. If this doesn’t work, try the 429 instructions below. 429 – Too many requests The 429 issue is caused by cookies and web history that web browsers e.g. Chrome, Firefox, Safari, Firefox, Edge track. If you get either of these error pages you will need to clear your web browsing history and cookies. Please view the videos below to take you through this process (you can skip any advertisements). It is really easy to do and only takes a few seconds. Because you are deleting your webpage history and files that websites use to make access quicker to their websites, we suggest you clear the history for the last 7 days (or similar period - if this is an option) first. If you still get one of the login error messages: try clearing the history for the last 4 weeks, or as a last resort ‘All time’. Deleting the history will not harm your computer, but you may need to re-enter some passwords when you next visit some sites. Not sure what web browser you are using? Simply right click on the icon that you use to open your browser. This should show the browser name. Google Chrome https://www.youtube.com/watch?v=MQaUrLhxZJ0 Firefox/Mozilla https://www.youtube.com/watch?v=foMbKtIFaVs Microsoft Edge https://www.youtube.com/watch?v=PqlbvDFfXtw Apple/Mac Safari https://www.youtube.com/watch?v=mY-keJ3xqhk Once you have deleted the history try logging into the NZCCA website again. -
Guidelines on Mobile Device Forensics
NIST Special Publication 800-101 Revision 1 Guidelines on Mobile Device Forensics Rick Ayers Sam Brothers Wayne Jansen http://dx.doi.org/10.6028/NIST.SP.800-101r1 NIST Special Publication 800-101 Revision 1 Guidelines on Mobile Device Forensics Rick Ayers Software and Systems Division Information Technology Laboratory Sam Brothers U.S. Customs and Border Protection Department of Homeland Security Springfield, VA Wayne Jansen Booz Allen Hamilton McLean, VA http://dx.doi.org/10.6028/NIST.SP. 800-101r1 May 2014 U.S. Department of Commerce Penny Pritzker, Secretary National Institute of Standards and Technology Patrick D. Gallagher, Under Secretary of Commerce for Standards and Technology and Director Authority This publication has been developed by NIST in accordance with its statutory responsibilities under the Federal Information Security Management Act of 2002 (FISMA), 44 U.S.C. § 3541 et seq., Public Law (P.L.) 107-347. NIST is responsible for developing information security standards and guidelines, including minimum requirements for Federal information systems, but such standards and guidelines shall not apply to national security systems without the express approval of appropriate Federal officials exercising policy authority over such systems. This guideline is consistent with the requirements of the Office of Management and Budget (OMB) Circular A-130, Section 8b(3), Securing Agency Information Systems, as analyzed in Circular A- 130, Appendix IV: Analysis of Key Sections. Supplemental information is provided in Circular A- 130, Appendix III, Security of Federal Automated Information Resources. Nothing in this publication should be taken to contradict the standards and guidelines made mandatory and binding on Federal agencies by the Secretary of Commerce under statutory authority. -
Digital Forensics Concentration
DIGITAL FORENSICS CONCENTRATION The Digital Forensic concentration is available to students Why Enroll in the at Hilbert College who are interested in learning more about Digital Forensics computer-based information applied to legal matters. The concentration is comprised of three computer courses and 2 Concentration? digital forensic courses, some held in Hilbert’s new, modern Low student/teacher computer laboratory classroom. Together these five courses will ratio in all classes provide more in depth exposure to fundamental principles in the Access to all new l use of computers in legal investigations. This concentration is equipment and available to students in all majors, though it is likely of particular instrumentation interest to students in the Forensic Science/CSI department who Unmatched personal wish to obtain a stronger computer-based foundation than what attention to academic is required for their major. advisement Coursework includes one semester of computer systems Opportunity to learn (covering computer architecture and operating systems), one from top-notch semester of computer networking, one semester of computer professors who have crime investigation (covering procedures and techniques of data real-world experience in a digital forensic recovery involved in criminal investigations), one semester of setting computer forensics (covering data seizure, imaging and analysis) Job search guidance and one semester of Advanced Mobile Device Forensics. All in the profession courses in the concentration are three credits. Additionally, the Expanded job courses in the concentration do not require prior exposure to opportunities after graduation: computers as they are designed to be taken sequentially: initially “According to the introducing students to foundational concepts and material and Department of Labor, progressing to more advanced applications of concepts in later demand is expected to grow 22% over the courses. -
Digital Forensics Based Analysis of Mobile Phones
Journal of Android and IOS Applications and Testing Volume 4 Issue 3 Digital Forensics Based Analysis of Mobile Phones Pooja V Chavan PG Student, Department of Computer Engineering, K. J. Somaiya College of Engineering, Mumbai, Maharashtra, India Email: [email protected] DOI: Abstract Now-a-day’s ratio of mobile phone is increasing day by day. Digital forensics methodology is use to recover and investigate data that found in a digital devices. Mobile phone usage is more that’s why not only judicial events occurred but also mobile forensics and subdivision of digital forensics are emerged. Some hardware and software are used for mobile phone investigations. Keywords: Digital forensics, digital devices, mobile phone INTRODUCTION because electronic device have a variety of Forensic science’s subdivision is a digital different operating system, technology, forensic, is a one type of process. The storage structure, Features. First identify main objective of this process to find the crime after that digital forensic work evidence in digital devices [1]. Digital on four important steps (Figure 1): forensics are used for the analysis of data, such as audio, video, pictures, etc. After • Collection: The collected of evidence the analysis of electronic devices data that like fingerprints, broken fingernails help for legal process. The usage of blood and body fluids. advanced technology is increasing rapidly. • Examination: The examination of Electronic device have a variety of product process is depending on evidence. like tablet, flash memory, memory card, • Analysis: The crime scenes obtain SD card, etc. When forensic analysis is different digital evidence, analysis is performed at that time data should be done on storage evidence this secure. -
Application of Network Forensics in Identification of Network Traffic
Published by : International Journal of Engineering Research & Technology (IJERT) http://www.ijert.org ISSN: 2278-0181 Vol. 7 Issue 07, July-2018 Application of Network Forensics in Identification of Network Traffic 1Ajay Sehrawat, 2Neha Shankar Das and 3Praveen Mishra 1 Software Engineer (IT), Regional Centre for Biotechnology, 2M.Tech, GGSIPU, 3Additional Director, ERNET India, Abstract - With the development of the latest technology The use of Network Traffic Analysis can also be seen in interventions in the field of networking, cyber- crimes are security domain. It includes management and monitoring of increasing at a gradual rate. It has led to increase in online packets from source IP address to destination IP port crimes and attacks in which malicious packets are being sent to number. It takes amount of packets sent in consideration to other hosts. Network Traffic Analysis comes under Network check flow of consistency in network. Network forensics is Forensics which is one of the classifications of Cyber Forensics that deals with capturing, recording, monitoring and analysis defined in [11] as “capturing, monitoring and scrutiny of of network traffic. Keeping this in view, the paper describes the network events in order to determine the cause of security need of network forensics and its aspects. The paper proposes a attacks and other problem incidents”. It can be said that model for network traffic analysis which is useful for detecting Network Forensics is a branch of digital forensics which is malicious packets received from intruders. studied to examine the network traffic so that attacks and malicious activities can be discovered. There is difference Keywords: Network Forensics, Network Monitoring and Network between computer forensics and digital forensics. -
Examining Older Users' Online Privacy-Enhancing
EXAMINING OLDER USERS’ ONLINE PRIVACY-ENHANCING EXPERIENCE FROM A HUMAN-COMPUTER INTERACTION PERSPECTIVE BY HSIAO-YING HUANG DISSERTATION Submitted in partial fulfillment of the requirements for Doctor of Philosophy in Informatics in the Graduate College of the University of Illinois at Urbana-Champaign, 2019 Urbana, Illinois Doctoral Committee: Assistant Professor Masooda Bashir, Chair Associate Professor Nikita Borisov Professor Wendy Rogers Professor Michael Twidale ABSTRACT The advancement of Internet technologies, including instant and unlimited access to information and services, has been an excellent source of support for older adults. However, pervasive and continuous online tracking can pose severe threats to older adults’ information privacy. Surprisingly, very few empirical studies have focused on older users’ online privacy-enhancing experience from a Human-Computer Interaction perspective. Therefore, it remains unclear how older users protect their online information privacy and what factors influence their online behaviors. Thus, my thesis aims to study older users’ online privacy-enhancing experience by examining the following questions: 1) what older users know and do to protect their online information privacy, 2) how their emotional state influences their adoption of privacy-enhancing technologies (PETs), and 3) what usability challenges they encounter while using one of the most popular PETs currently available to the public. To examine these questions, a diverse set of empirical approaches was adopted, including a survey, a quasi-experiment, and a usability study. My research findings suggest that three are three elements that play a crucial role in older users' online privacy-enhancing practices. First, older users' knowledge of online privacy has a significant influence on their daily online privacy protection behaviors. -
Web Tracking: Mechanisms, Implications, and Defenses Tomasz Bujlow, Member, IEEE, Valentín Carela-Español, Josep Solé-Pareta, and Pere Barlet-Ros
ARXIV.ORG DIGITAL LIBRARY 1 Web Tracking: Mechanisms, Implications, and Defenses Tomasz Bujlow, Member, IEEE, Valentín Carela-Español, Josep Solé-Pareta, and Pere Barlet-Ros Abstract—This articles surveys the existing literature on the of ads [1], [2], price discrimination [3], [4], assessing our methods currently used by web services to track the user online as health and mental condition [5], [6], or assessing financial well as their purposes, implications, and possible user’s defenses. credibility [7]–[9]. Apart from that, the data can be accessed A significant majority of reviewed articles and web resources are from years 2012 – 2014. Privacy seems to be the Achilles’ by government agencies and identity thieves. Some affiliate heel of today’s web. Web services make continuous efforts to programs (e.g., pay-per-sale [10]) require tracking to follow obtain as much information as they can about the things we the user from the website where the advertisement is placed search, the sites we visit, the people with who we contact, to the website where the actual purchase is made [11]. and the products we buy. Tracking is usually performed for Personal information in the web can be voluntarily given commercial purposes. We present 5 main groups of methods used for user tracking, which are based on sessions, client by the user (e.g., by filling web forms) or it can be collected storage, client cache, fingerprinting, or yet other approaches. indirectly without their knowledge through the analysis of the A special focus is placed on mechanisms that use web caches, IP headers, HTTP requests, queries in search engines, or even operational caches, and fingerprinting, as they are usually very by using JavaScript and Flash programs embedded in web rich in terms of using various creative methodologies. -
An Analysis of Web-Based User Tracking and Online Privacy
An analysis of web-based user tracking and online privacy Date: April 16, 2017 Contents 1. Introduction ........................................................................................................................................... 3 2. Privacy .................................................................................................................................................. 5 3. Laws and Regulations to Protect Privacy ............................................................................................. 7 Europe ....................................................................................................................................................... 7 Russia ........................................................................................................................................................ 7 United States ............................................................................................................................................. 7 Asia Pacific ............................................................................................................................................... 8 Middle East ............................................................................................................................................... 8 Africa ........................................................................................................................................................ 9 4. Cookies ................................................................................................................................................ -
Purpose of Computer and Network Forensics
Purpose of Computer and Network Forensics Table of Contents Purpose of Computer and Network Forensics ................................................................................ 2 What Is Digital Forensics? ............................................................................................................... 3 Need for Digital Forensics -1 ........................................................................................................... 4 Need for Digital Forensics -2 ........................................................................................................... 6 Purpose of Digital Forensics ............................................................................................................ 8 Notices .......................................................................................................................................... 12 Page 1 of 12 Purpose of Computer and Network Forensics Purpose of Computer and Network Forensics 4 **004 Okay. So we'll start out with the purpose of computer and network forensics. Page 2 of 12 What Is Digital Forensics? What Is Digital Forensics? As defined in NIST Guide to Integrating Forensic Techniques into Incident Response: “Application of science to the identification, collection, examination, and analysis of data while preserving the integrity of the information and maintaining a strict chain of custody for the data” Also known as or called computer forensics and network forensics, and includes mobile device forensics All better called one term: Digital