computer forensics, involves the preservation, identification, extraction, and documentation of computer evidence stored as data or magnetically encoded information
The document discusses key aspects of computer forensics including its objectives, priorities, and tradeoffs between accuracy and speed. It describes the job of a forensics specialist which includes determining systems to collect evidence from, protecting and analyzing data, and producing reports. Applications in law enforcement, human resources, and other areas are covered. The document also outlines services provided, benefits of using professionals, issues that could occur, and comparing traditional versus computer forensics.
This presentation tell us about how computer forensic help to find criminals. What strategy is used by forensic specialist for finding a clue. How computer forensic play an important role in case study.
This presentation tell us about how computer forensic help to find criminals. What strategy is used by forensic specialist for finding a clue. How computer forensic play an important role in case study.
A more in-depth analysis of cyber forensics; but explained eloquently for the beginner, by Chaitanya Dhareshwar - Cyber Crime Investigator, Technocrat and Entrepreneur.
Learn what cyber forensics is all about and how you can begin using the basic tools of forensics in your day to day life. Not only does it make the world a safer place, your data remains significantly more secure.
Every step you take towards cyber security in this lawless internet allows you to achieve greater knowledge unhindered.
Business Intelligence (BI) Tools For Computer ForensicDhiren Gala
The presentation contains: Concept of Forensic, Need & Purpose of Forensic
Computer Forensic, Role of IT for Forensic, Data Collection / Mining Tools, Data Analysis & Reporting, Fraud Detection & Auditing
Similar to computer forensics, involves the preservation, identification, extraction, and documentation of computer evidence stored as data or magnetically encoded information
A more in-depth analysis of cyber forensics; but explained eloquently for the beginner, by Chaitanya Dhareshwar - Cyber Crime Investigator, Technocrat and Entrepreneur.
Learn what cyber forensics is all about and how you can begin using the basic tools of forensics in your day to day life. Not only does it make the world a safer place, your data remains significantly more secure.
Every step you take towards cyber security in this lawless internet allows you to achieve greater knowledge unhindered.
Business Intelligence (BI) Tools For Computer ForensicDhiren Gala
The presentation contains: Concept of Forensic, Need & Purpose of Forensic
Computer Forensic, Role of IT for Forensic, Data Collection / Mining Tools, Data Analysis & Reporting, Fraud Detection & Auditing
Similar to computer forensics, involves the preservation, identification, extraction, and documentation of computer evidence stored as data or magnetically encoded information (20)
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Automobile Management System Project Report.pdfKamal Acharya
The proposed project is developed to manage the automobile in the automobile dealer company. The main module in this project is login, automobile management, customer management, sales, complaints and reports. The first module is the login. The automobile showroom owner should login to the project for usage. The username and password are verified and if it is correct, next form opens. If the username and password are not correct, it shows the error message.
When a customer search for a automobile, if the automobile is available, they will be taken to a page that shows the details of the automobile including automobile name, automobile ID, quantity, price etc. “Automobile Management System” is useful for maintaining automobiles, customers effectively and hence helps for establishing good relation between customer and automobile organization. It contains various customized modules for effectively maintaining automobiles and stock information accurately and safely.
When the automobile is sold to the customer, stock will be reduced automatically. When a new purchase is made, stock will be increased automatically. While selecting automobiles for sale, the proposed software will automatically check for total number of available stock of that particular item, if the total stock of that particular item is less than 5, software will notify the user to purchase the particular item.
Also when the user tries to sale items which are not in stock, the system will prompt the user that the stock is not enough. Customers of this system can search for a automobile; can purchase a automobile easily by selecting fast. On the other hand the stock of automobiles can be maintained perfectly by the automobile shop manager overcoming the drawbacks of existing system.
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
R&R Consult conducted a CFD analysis, which revealed that 6.3% of the flue gas was bypassing the boiler tubes without transferring heat. The analysis also showed that the flue gas was instead being directed along the sides of the boiler and between the modules that were supposed to capture the heat. This was the cause of the reduced performance.
Based on our results, Tetra Engineering installed covering plates to reduce the bypass flow. This improved the boiler's performance and increased electricity production.
It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Quality defects in TMT Bars, Possible causes and Potential Solutions.PrashantGoswami42
Maintaining high-quality standards in the production of TMT bars is crucial for ensuring structural integrity in construction. Addressing common defects through careful monitoring, standardized processes, and advanced technology can significantly improve the quality of TMT bars. Continuous training and adherence to quality control measures will also play a pivotal role in minimizing these defects.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
Vaccine management system project report documentation..pdfKamal Acharya
The Division of Vaccine and Immunization is facing increasing difficulty monitoring vaccines and other commodities distribution once they have been distributed from the national stores. With the introduction of new vaccines, more challenges have been anticipated with this additions posing serious threat to the already over strained vaccine supply chain system in Kenya.
Vaccine management system project report documentation..pdf
computer forensics, involves the preservation, identification, extraction, and documentation of computer evidence stored as data or magnetically encoded information
1. Objective and Priority
Objective of Computer Forensics
- To recovery, analyze and present computer based
material in such a way that is it usable as evidence in a
court of law
- Note that the definition is the following: “computer
forensics, involves the preservation, identification,
extraction, and documentation of computer evidence
stored as data or magnetically encoded information”, by
John Vacca
Priority
- Main priority is with forensics procedures, rules of
evidence and legal processes; computers are secondary
- Therefore accuracy is crucial
2. Accuracy vs Speed
Tradeoffs between accuracy and speed
- E.g., Taking 4 courses in a semester vs. 2 courses; more
likely to get Bs and not As
- Writing a report in a hurry means likely less accurate
Accuracy: Integrity and Security of the evidence is crucial
- No shortcuts, need to maintain high standards
Speed may have to be sacrificed for accuracy.
- But try to do it as fast as you can provided you do not
compromise accuracy
3. The Job of a Forensics Specialist
Determine the systems from which evidence is collected
Protect the systems from which evidence is collected
Discover the files and recover the data
Get the data ready for analysis
Carry out an analysis of the data
Produce a report
Provide expert consultation and/or testimony?
4. Applications: Law Enforcement
Important for the evidence to be handled by a forensic expert;
else it may get tainted
Need to choose an expert carefully
- What is his/her previous experience? Has he/she worked
on prior cases? Has he/she testified in court? What is
his/her training? Is he CISSP certified?
Forensic expert will be scrutinized/cross examined by the
defense lawyers
Defense lawyers may have their own possibly highly paid
experts?
5. Applications: Human Resources
To help the employer
- What web sites visited?
- What files downloaded
- Have attempts been made to conceal the evidence or
fabricate the evidence
- Emails sent/received
To help the employee
- Emails sent by employer – harassment
- Notes on discrimination
- Deleted files by employer
6. Applications: Other
Supporting criminals
- Gangs using computer forensics to find out about
members and subsequently determine their whereabouts
Support rogue governments and terrorists
- Terrorists using computer forensics to find out about
what we (the good guys) are doing
We and the law enforcement have to be one step ahead of the
bad guys
Understand the mind of the criminal
7. Services
Data Services
- Seizure, Duplication and preservation, recovery
Document and Media
- Document searched, Media conversion
Expert witness
Service options
Other services
8. Data Services
Data Seizure
- The expert should assist the law enforcement official in
collecting the data.
- Need to identify the disks that contain the data
Data Duplication and Preservation
- Data absolutely cannot be contaminated
- Copy of the data has to be made and need to work with
the copy and keep the original in a safe place
Data Recovery
- Once the device is seized (either local or remote) need to
use appropriate tools to recover the data
9. Data Services: Finding Hidden Data
When files are deleted, usually they can be recovered
The files are marked as deleted, but they are still residing in
the disk until they are overwritten
Files may also be hidden in different parts of the disk
The challenge is to piece the different part of the file together
to recover the original file
There is research on using statistical methods for file
recovery
http://www.cramsession.com/articles/files/finding-hidden-
data---how-9172003-1401.asp
http://www.devtarget.org/downloads/ca616-seufert-
wolfgarten-assignment2.pdf
10. Document and Media Services
Document Searches
- Efficient search of numerous documents
- Check for keywords and correlations
Media Conversion
- Legacy devices may contain unreadable data. This data
ahs to be converted using appropriate conversion tools
- Should be placed in appropriate storage for analysis
11. Expert Witness Services
Expert should explain computer terms and complicated processes in
an easy to understand manner to law enforcement, lawyers, judges
and jury
- Computer technologists and lawyers speak different languages
Expertise
- Computer knowledge and expertise in computer systems,
storage
- Knowledge on interacting with lawyers, criminology
- Domain knowledge such as embezzlement, child exploitation
Should the expert witness and the forencis specialist be one and the
same?
12. Service Options
Should provide various types of services
- Standard, Emergency, Priority, Weekend After hours
services
Onsite/Offsite services
Cost and risks – major consideration
Example: Computer Forensics Services Corporation
- http://www.computer-forensic.com/
- As stated in the above web site, this company provides
“expert, court approved, High Tech Investigations,
litigation support and IT Consulting.” They also
"Preserve, identify, extract, document and interpret
computer data. It is often more of an art than a science,
but as in any discipline, computer forensic specialists
follow clear, well-defined methodologies and procedures.”
13. Other Services
Computer forensics data analysis for criminal and civil
investigations/litigations
Analysis of company computers to determine employee
activity
- If he/she conducting his own business and/or
downloading pornography
- Surveillance for suspicious event detection
Produce timely reports
14. Benefits of using Professional services
Protecting the evidence
- Should prevent from damage and corruption
Secure the evidence
- Store in a secure place, also use encryption technologies
such as public/private keys
Ensure that the evidence is not harmed by virus
Document clearly who handled the data and when - auditing
Cleint/Attoney privilege
Freeze the scene of the crime – do not contaminate or change
15. Using the Evidence:
Criminal and Civil Proceedings
Criminal prosecutors
Civil litigation attorneys – harassment, discrimination,
embezzlement, divorce
Insurance companies
Computer forensics specialists to help corporations and
lawyers
Law enforcement officials
Individuals to sue a company
Also defense attorneys, and “the bad guys”
16. Issues and Problems that could occur
Computer Evidence MUST be
- Authentic: not tampered with
- Accurate: have high integrity
- Complete: no missing points
- Convincing: no holes
- Conform: rules and regulations
- Handle change: data may be volatile and time sensitive
- Handle technology changes: tapes to disks; MAC to PC
- Human readable: Binary to words
17. Legal tests
Countries with a common law tradition
- UK, US, Possibly Canada, Australia, New Zealand
Real evidence
- Comes from an inanimate object and can be examined by
the court
Testimonial evidence
- Live witness when cross examined
Hearsay
- Wiki entry “Hearsay in English law and Hearsay in United
States law, a legal principle concerning the admission of
evidence through repetition of out-of-court statements”
Are the following admissible in court?
- Data mining results, emails, printed documents
18. Traditional Forensics vs Computer Forensics
Traditional Forensics
- Materials tested and testing methods usually do not
change rapidly
- Blood, DNA, Drug, Explosive, Fabric
Computer Forensics
- Material tested and testing methods may change rapidly
- We did not have web logs in back in 1990
- We did not have RAID storage in 1980
19. Types of Acquisition
Static Acquisition
- Acquire data from the original media
- The data in the original media will not change
Live Acquisition
- Acquire data while the system is running
- A second live acquisition will not be the same
Will focus on static acquisition
20. Digital Evidence Storage Formats
Raw formats
- Bit by bit copying of the data from the disk
- Many tools could be used
Proprietary formats
- Vendors have special formats
Standards
- XML based formats for digital evidence
- Digital Evidence Markup Language
(Funded by National Institute of Justice)
- Experts have argued that technologies that allow disparate law
enforcement jurisdictions to share crime-related information will greatly
facilitate fighting crime. One of these technologies is the Global Justice
XML Data Model (GJXDM).
- http://ncfs.ucf.edu/digital_evd.html
21. Acquisition Methods
Disk to Image File
Disk to Disk
Logical acquisition
- Acquire only certain files if the disk is too large
Sparse acquisition
- Similar to logical acquisition but also collects fragments
of unallocated (i.e. deleted) data
22. Compression Methods
Compression methods are used for very large data storage
- E.g., Terabytes/Petabytes storage
Lossy vs Lossless compression
- Lossless data compression is a class of data
compression algorithms that allows the exact original
data to be reconstructed from the compressed data. The
term lossless is in contrast to lossy data compression,
which only allows an approximation of the original data to
be reconstructed, in exchange for better compression
rates.
23. Contingency Planning
Failure occurs during acquisition
- Recovery methods
Make multiple copies
- At least 2 copies
Encryption decryption techniques so that the evidence is not
corrupted