The document discusses several key legal aspects and issues related to digital forensics. It outlines how digital forensics experts must consider existing laws when monitoring and collecting computer evidence. It also explains that proving possession of prohibited digital materials found on a computer involves establishing knowledge and control, which can be challenging. Additionally, it notes that electronic discovery and digital forensics both involve preserving and analyzing digital information, but that digital forensics experts perform the analysis while electronic discovery experts provide information to legal teams for analysis.
Computer Forensic: A Reactive Strategy for Fighting Computer CrimeCSCJournals
Computer Forensics is the science of obtaining, preserving, documenting and presenting digital evidence, stored in the form of encoded information, from digital electronic storage devices, such as computers, Personal Digital Assistance (PDA), digital cameras, mobile phones and various memory storage devices. All must be done in a manner designed to preserve the probative value of the evidence and to assure its admissibility in legal proceeding. The word forensics means “to bring to the court”. Forensics deals primarily with the recovery and analysis of latent evidence. Latent evidence can take many forms, from fingerprints left on a window to deoxyribonucleic acid (DNA) evidence recovered from blood stains to the files on a hard drive. This paper provides a high-level overview on computer forensics investigation phases for both technical and nontechnical audience. Although the term “computer” is used, the concept applies to any device capable of storing digital information.
1. The document discusses several issues that can impede investigations of cybercrimes. While technology has enabled vast data searches, it also creates problems for investigators dealing with large amounts of information.
2. It outlines barriers such as obtaining witness cooperation, determining the appropriate jurisdiction, logistical challenges of international investigations, identifying suspects, challenges with search and seizure due to encryption, and locating relevant digital evidence.
3. Resolving these issues requires harmonizing laws globally, improving technical investigative skills, and enhancing information sharing and international cooperation between public and private sectors.
Computer forensics is expected to face significant changes over the next 5-50 years:
- Within 5 years, storage capacity and processing speeds will increase dramatically, resulting in exponentially more data to analyze per case. Automated tools will help speed up initial processing but full analyses may still take similar time.
- By 10 years, computers may be much smarter and interfaces more advanced, changing the examiner's role. Experts will need deeper knowledge of human-computer interactions. Malware threats will likely escalate as well.
- Predicting 50 years is difficult but storage capacities may reach zettabytes, fit in dental fillings. Computers may surpass human intelligence. The legal system may remain
Electronic Document Management And DiscoveryRonald Coleman
Presentation given as part of Delaware Bar Association Computer Law Section CLE program, "E-Commerce law: Critical Legal and Business Issues."
Many of the particulars of this presentation are relatively obsolete now.
Crime scene investigation involves carefully documenting and collecting potential evidence without disturbing the scene. CSIs take photos, sketch the scene, and systematically collect all evidence, tagging and packaging it securely. In the lab, forensic scientists analyze the evidence to help detectives identify suspects. While TV shows depict drama, the real work of CSIs is slow, methodical, and aimed at preserving evidence that can solve crimes.
The document discusses computer forensics and its importance in criminal investigations. Computer forensics plays a vital role due to the prevalence of digital evidence even in typical criminal cases. The summary provides an overview of computer forensics, including its definition, benefits, the role of computer forensic investigators, common cybercrimes, and the forensic investigation process.
This document provides an overview of computer forensics. It defines computer forensics as identifying, preserving, analyzing, and presenting digital evidence. It discusses the history, goals, and methodology of computer forensics. Key aspects covered include types of cyber crimes and digital evidence, top locations for evidence, and skills required for computer forensics experts. The document concludes that computer forensics is needed to find and use crucial electronic evidence to prosecute individuals.
This document provides an overview of computer forensics. It defines computer forensics as identifying, preserving, analyzing, and presenting digital evidence. It discusses the history, goals, and methodology of computer forensics. Key aspects covered include types of cyber crimes and digital evidence, top locations for evidence, and skills required for computer forensics experts. The document concludes that computer forensics is needed to find and use crucial electronic evidence to prosecute individuals.
Computer Forensic: A Reactive Strategy for Fighting Computer CrimeCSCJournals
Computer Forensics is the science of obtaining, preserving, documenting and presenting digital evidence, stored in the form of encoded information, from digital electronic storage devices, such as computers, Personal Digital Assistance (PDA), digital cameras, mobile phones and various memory storage devices. All must be done in a manner designed to preserve the probative value of the evidence and to assure its admissibility in legal proceeding. The word forensics means “to bring to the court”. Forensics deals primarily with the recovery and analysis of latent evidence. Latent evidence can take many forms, from fingerprints left on a window to deoxyribonucleic acid (DNA) evidence recovered from blood stains to the files on a hard drive. This paper provides a high-level overview on computer forensics investigation phases for both technical and nontechnical audience. Although the term “computer” is used, the concept applies to any device capable of storing digital information.
1. The document discusses several issues that can impede investigations of cybercrimes. While technology has enabled vast data searches, it also creates problems for investigators dealing with large amounts of information.
2. It outlines barriers such as obtaining witness cooperation, determining the appropriate jurisdiction, logistical challenges of international investigations, identifying suspects, challenges with search and seizure due to encryption, and locating relevant digital evidence.
3. Resolving these issues requires harmonizing laws globally, improving technical investigative skills, and enhancing information sharing and international cooperation between public and private sectors.
Computer forensics is expected to face significant changes over the next 5-50 years:
- Within 5 years, storage capacity and processing speeds will increase dramatically, resulting in exponentially more data to analyze per case. Automated tools will help speed up initial processing but full analyses may still take similar time.
- By 10 years, computers may be much smarter and interfaces more advanced, changing the examiner's role. Experts will need deeper knowledge of human-computer interactions. Malware threats will likely escalate as well.
- Predicting 50 years is difficult but storage capacities may reach zettabytes, fit in dental fillings. Computers may surpass human intelligence. The legal system may remain
Electronic Document Management And DiscoveryRonald Coleman
Presentation given as part of Delaware Bar Association Computer Law Section CLE program, "E-Commerce law: Critical Legal and Business Issues."
Many of the particulars of this presentation are relatively obsolete now.
Crime scene investigation involves carefully documenting and collecting potential evidence without disturbing the scene. CSIs take photos, sketch the scene, and systematically collect all evidence, tagging and packaging it securely. In the lab, forensic scientists analyze the evidence to help detectives identify suspects. While TV shows depict drama, the real work of CSIs is slow, methodical, and aimed at preserving evidence that can solve crimes.
The document discusses computer forensics and its importance in criminal investigations. Computer forensics plays a vital role due to the prevalence of digital evidence even in typical criminal cases. The summary provides an overview of computer forensics, including its definition, benefits, the role of computer forensic investigators, common cybercrimes, and the forensic investigation process.
This document provides an overview of computer forensics. It defines computer forensics as identifying, preserving, analyzing, and presenting digital evidence. It discusses the history, goals, and methodology of computer forensics. Key aspects covered include types of cyber crimes and digital evidence, top locations for evidence, and skills required for computer forensics experts. The document concludes that computer forensics is needed to find and use crucial electronic evidence to prosecute individuals.
This document provides an overview of computer forensics. It defines computer forensics as identifying, preserving, analyzing, and presenting digital evidence. It discusses the history, goals, and methodology of computer forensics. Key aspects covered include types of cyber crimes and digital evidence, top locations for evidence, and skills required for computer forensics experts. The document concludes that computer forensics is needed to find and use crucial electronic evidence to prosecute individuals.
Digital Crime & Forensics - Presentationprashant3535
The document discusses digital crime and forensics. It defines digital crime as any crime where a computer is used as a tool or target. Examples include malware, denial of service attacks, and phishing. Forensics involves the identification, preservation, extraction, documentation, interpretation and presentation of digital evidence. However, forensics faces challenges due to issues like anonymity, large data storage, encryption, and differences between legal systems of countries. The document concludes that collaboration between law enforcement, governments and industry is needed to address new trends in digital crime.
This document discusses internet legalities and ethics. It begins by explaining how new technologies can enable both traditional crimes and new types of crimes due to their innovative nature. It discusses challenges like determining jurisdiction over crimes that cross borders and conflicts between foreign and local laws. It also describes global surveillance systems like ECHELON and CARNIVORE that monitor communications and can be used for both security and criminal purposes. Finally, it categorizes some specific internet-related crimes and discusses preventing crimes through security measures while acknowledging technologies can have dual uses.
Interplay of Digital Forensics in eDiscoveryCSCJournals
Digital forensics is often confused with eDiscovery (electronic discovery). However, both the fields are highly independent of the other but slightly overlap to assist each other in a symbiotic relationship. With decreasing costs of cloud storage, growing Internet speeds, and growing capacity of portable storage media, their chances of being used in a crime have grown. Sifting through large volumes of evidential data during eDiscovery or forensically investigating them requires teams from both these fields to work together on a case. In this paper, the authors discuss the relationship between these disciplines and highlight the digital forensic skills required, sub-disciplines of digital forensics, the possible electronic artifacts that can be encountered in a case, and the forensic opportunities relative to the eDiscovery industry. Lastly, the authors touch upon the best practices in digital evidence management during the eDiscovery process.
This document summarizes research on digital forensics techniques. It discusses how digital forensics is used to retrieve and analyze digital evidence using scientific methodology accepted by courts. Key aspects covered include mobile forensics to recover data from phones, audio analysis for speaker identification, and video forensics to enhance and analyze footage. Tools like Androsics are used to collect evidence from Android devices for investigations. Private browsing modes are also analyzed forensically to determine what artifacts they leave behind.
This document discusses how personal injury lawyers are beginning to use data collected from wearable fitness trackers as evidence in legal cases. Some key points:
- Personal injury lawyers are having clients wear fitness trackers to collect detailed activity data before and after accidents to demonstrate the physical impacts of injuries.
- This objective data could help bolster claims about reduced mobility and quality of life in court, especially when combined with testimony. However, data could also potentially hurt some cases.
- Courts will need to determine whether wearable data should be admissible as evidence and if it violates privacy. Precedents suggest data may be allowed if relevant and privacy is protected.
- Questions remain about how reliably the data represents
This document provides an overview of computer forensics. It defines computer forensics as the process of identifying, preserving, analyzing and presenting digital evidence in a legally acceptable manner. The document discusses the history, goals, and methodology of computer forensics, as well as who uses these services and the skills required. Computer forensics is used to find evidence for a variety of computer crimes and cybercrimes to assist in arrests and prosecutions.
This document provides an overview of digital forensics. It defines digital forensics as the process of preserving, identifying, extracting, and documenting computer evidence for use in a court of law. The document outlines the typical digital forensic process of identification, preservation, analysis, documentation, and presentation. It also discusses the history of digital forensics and provides examples of different types including disk, network, wireless, database, malware, email, memory, and mobile phone forensics. Challenges and advantages of digital forensics are also summarized.
This document provides an overview of computer forensics, including its history, definitions, types of cyber crimes, and the role of computer forensics in investigations. It discusses how computer forensics has evolved from early uses in law enforcement to become a more standardized field. The document also outlines the stages of a forensic investigation and rules that investigators follow to preserve evidence.
A Review on Recovering and Examining Computer Forensic EvidencesBRNSSPublicationHubI
This document discusses computer forensics and the process of recovering and examining digital evidence. It begins by defining computer forensics as the process of preserving, identifying, extracting, and documenting electronic evidence in a way that is admissible in a court of law. The goals of computer forensics are to identify intruders, prosecute criminals, and present digital evidence in court. Key methodologies used in computer forensics examinations include making bit-for-bit copies of storage devices, using forensic tools to recover deleted files and data, and examining log files and metadata.
Legally Correct But Technologically Off the Mark - The Case of Arie GengerMark Hyde
Trump v Arie Genger involved the battle for control of an investment company known as TRI,. The dispute was between the Trump Group, the new owners, and Arie Genger, the original owner. As is standard in such cases, the court entered a “status quo order”, enjoining both parties from “tampering with, destroying, or in any way disposing of any Company-related documents, books, or records.”
The document discusses computer and cyber forensics in Ghana, including:
1) The importance of computer and cyber forensics for fighting and preventing crime using security agencies in Ghana.
2) How proxies and VPNs can be used to both commit crimes anonymously but also to investigate crimes.
3) The importance of proper evidence handling procedures during forensic investigations to ensure evidence is legally admissible in court.
The document discusses computer and cyber forensics in Ghana, including:
1) The importance of computer and cyber forensics for fighting and preventing crime using security agencies in Ghana.
2) How proxies and VPNs can be used to both commit crimes anonymously but also to investigate crimes.
3) The importance of proper evidence handling procedures during forensic investigations, including documenting every step, to ensure evidence is admissible in court.
This document discusses the Sedona Canada Principles of E-Discovery and Privacy Protection. It provides an overview of privacy and e-discovery, noting the tension between privacy rights and the need for disclosure in litigation. It discusses the Sedona Canada principles, which address proportionality and protecting privileges and privacy in electronic document production. The document also discusses issues around pre-litigation access to employee communications and social media, as well as discovery practices regarding sensitive personal information.
Legal Issues in Mobile Security Researchmarciahofmann
I gave this talk at CanSecWest in 2012. Abstract:
This presentation will identify and discuss sticky legal problems raised by researching the security of mobile devices. Using American law as a jumping-off point, I'll discuss common legal issues that arise in mobile security research such as jailbreaking, reverse engineering, and interception of communications. We'll also talk about practical ways to reduce the risks of your research so that you can go about your work with less potential for legal trouble.
This document discusses cyber crimes and cyber law in India. It begins by defining cyber crimes as criminal activity where a computer or network is used as a tool, target, or place of criminal activity. It notes that cyber crimes are difficult to regulate and investigate due to the lack of geographical boundaries online. The document then covers the historical origins of cyber crimes, classifications of cyber crimes, jurisdictional and evidence issues in cyber law, and analyzes India's Information Technology Act regarding cyber crimes and intermediary liability. It concludes by suggesting improvements are needed to cyber law and regulations.
The document discusses the methodology for digital forensic analysis. It begins with an overview that defines computer forensics and outlines its key elements. It then details the three main steps in the forensic process: 1) Preparation/Extraction, which involves verifying tools and data, developing search leads, and extracting relevant information; 2) Identification, which involves determining the type of extracted data and identifying relevant data to answer the forensic request; and 3) Analysis, which involves connecting all the information to answer who, what, when, where, how and other questions to fully satisfy the forensic request. The document provides figures illustrating each step and explains how new leads developed at each phase can trigger repeating steps in an iterative process until the request is
Lofty Ideals: The Nature of Clouds and EncryptionSean Whalen
An overview of the legal, privacy, and security issues surrounding modern cloud services and cryptography
Created as an alumnus talk for the Computer & Network Support Technology Fairfield Career Center senior class of 2016.
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMSIJNSA Journal
The smart irrigation system represents an innovative approach to optimize water usage in agricultural and landscaping practices. The integration of cutting-edge technologies, including sensors, actuators, and data analysis, empowers this system to provide accurate monitoring and control of irrigation processes by leveraging real-time environmental conditions. The main objective of a smart irrigation system is to optimize water efficiency, minimize expenses, and foster the adoption of sustainable water management methods. This paper conducts a systematic risk assessment by exploring the key components/assets and their functionalities in the smart irrigation system. The crucial role of sensors in gathering data on soil moisture, weather patterns, and plant well-being is emphasized in this system. These sensors enable intelligent decision-making in irrigation scheduling and water distribution, leading to enhanced water efficiency and sustainable water management practices. Actuators enable automated control of irrigation devices, ensuring precise and targeted water delivery to plants. Additionally, the paper addresses the potential threat and vulnerabilities associated with smart irrigation systems. It discusses limitations of the system, such as power constraints and computational capabilities, and calculates the potential security risks. The paper suggests possible risk treatment methods for effective secure system operation. In conclusion, the paper emphasizes the significant benefits of implementing smart irrigation systems, including improved water conservation, increased crop yield, and reduced environmental impact. Additionally, based on the security analysis conducted, the paper recommends the implementation of countermeasures and security approaches to address vulnerabilities and ensure the integrity and reliability of the system. By incorporating these measures, smart irrigation technology can revolutionize water management practices in agriculture, promoting sustainability, resource efficiency, and safeguarding against potential security threats.
Digital Crime & Forensics - Presentationprashant3535
The document discusses digital crime and forensics. It defines digital crime as any crime where a computer is used as a tool or target. Examples include malware, denial of service attacks, and phishing. Forensics involves the identification, preservation, extraction, documentation, interpretation and presentation of digital evidence. However, forensics faces challenges due to issues like anonymity, large data storage, encryption, and differences between legal systems of countries. The document concludes that collaboration between law enforcement, governments and industry is needed to address new trends in digital crime.
This document discusses internet legalities and ethics. It begins by explaining how new technologies can enable both traditional crimes and new types of crimes due to their innovative nature. It discusses challenges like determining jurisdiction over crimes that cross borders and conflicts between foreign and local laws. It also describes global surveillance systems like ECHELON and CARNIVORE that monitor communications and can be used for both security and criminal purposes. Finally, it categorizes some specific internet-related crimes and discusses preventing crimes through security measures while acknowledging technologies can have dual uses.
Interplay of Digital Forensics in eDiscoveryCSCJournals
Digital forensics is often confused with eDiscovery (electronic discovery). However, both the fields are highly independent of the other but slightly overlap to assist each other in a symbiotic relationship. With decreasing costs of cloud storage, growing Internet speeds, and growing capacity of portable storage media, their chances of being used in a crime have grown. Sifting through large volumes of evidential data during eDiscovery or forensically investigating them requires teams from both these fields to work together on a case. In this paper, the authors discuss the relationship between these disciplines and highlight the digital forensic skills required, sub-disciplines of digital forensics, the possible electronic artifacts that can be encountered in a case, and the forensic opportunities relative to the eDiscovery industry. Lastly, the authors touch upon the best practices in digital evidence management during the eDiscovery process.
This document summarizes research on digital forensics techniques. It discusses how digital forensics is used to retrieve and analyze digital evidence using scientific methodology accepted by courts. Key aspects covered include mobile forensics to recover data from phones, audio analysis for speaker identification, and video forensics to enhance and analyze footage. Tools like Androsics are used to collect evidence from Android devices for investigations. Private browsing modes are also analyzed forensically to determine what artifacts they leave behind.
This document discusses how personal injury lawyers are beginning to use data collected from wearable fitness trackers as evidence in legal cases. Some key points:
- Personal injury lawyers are having clients wear fitness trackers to collect detailed activity data before and after accidents to demonstrate the physical impacts of injuries.
- This objective data could help bolster claims about reduced mobility and quality of life in court, especially when combined with testimony. However, data could also potentially hurt some cases.
- Courts will need to determine whether wearable data should be admissible as evidence and if it violates privacy. Precedents suggest data may be allowed if relevant and privacy is protected.
- Questions remain about how reliably the data represents
This document provides an overview of computer forensics. It defines computer forensics as the process of identifying, preserving, analyzing and presenting digital evidence in a legally acceptable manner. The document discusses the history, goals, and methodology of computer forensics, as well as who uses these services and the skills required. Computer forensics is used to find evidence for a variety of computer crimes and cybercrimes to assist in arrests and prosecutions.
This document provides an overview of digital forensics. It defines digital forensics as the process of preserving, identifying, extracting, and documenting computer evidence for use in a court of law. The document outlines the typical digital forensic process of identification, preservation, analysis, documentation, and presentation. It also discusses the history of digital forensics and provides examples of different types including disk, network, wireless, database, malware, email, memory, and mobile phone forensics. Challenges and advantages of digital forensics are also summarized.
This document provides an overview of computer forensics, including its history, definitions, types of cyber crimes, and the role of computer forensics in investigations. It discusses how computer forensics has evolved from early uses in law enforcement to become a more standardized field. The document also outlines the stages of a forensic investigation and rules that investigators follow to preserve evidence.
A Review on Recovering and Examining Computer Forensic EvidencesBRNSSPublicationHubI
This document discusses computer forensics and the process of recovering and examining digital evidence. It begins by defining computer forensics as the process of preserving, identifying, extracting, and documenting electronic evidence in a way that is admissible in a court of law. The goals of computer forensics are to identify intruders, prosecute criminals, and present digital evidence in court. Key methodologies used in computer forensics examinations include making bit-for-bit copies of storage devices, using forensic tools to recover deleted files and data, and examining log files and metadata.
Legally Correct But Technologically Off the Mark - The Case of Arie GengerMark Hyde
Trump v Arie Genger involved the battle for control of an investment company known as TRI,. The dispute was between the Trump Group, the new owners, and Arie Genger, the original owner. As is standard in such cases, the court entered a “status quo order”, enjoining both parties from “tampering with, destroying, or in any way disposing of any Company-related documents, books, or records.”
The document discusses computer and cyber forensics in Ghana, including:
1) The importance of computer and cyber forensics for fighting and preventing crime using security agencies in Ghana.
2) How proxies and VPNs can be used to both commit crimes anonymously but also to investigate crimes.
3) The importance of proper evidence handling procedures during forensic investigations to ensure evidence is legally admissible in court.
The document discusses computer and cyber forensics in Ghana, including:
1) The importance of computer and cyber forensics for fighting and preventing crime using security agencies in Ghana.
2) How proxies and VPNs can be used to both commit crimes anonymously but also to investigate crimes.
3) The importance of proper evidence handling procedures during forensic investigations, including documenting every step, to ensure evidence is admissible in court.
This document discusses the Sedona Canada Principles of E-Discovery and Privacy Protection. It provides an overview of privacy and e-discovery, noting the tension between privacy rights and the need for disclosure in litigation. It discusses the Sedona Canada principles, which address proportionality and protecting privileges and privacy in electronic document production. The document also discusses issues around pre-litigation access to employee communications and social media, as well as discovery practices regarding sensitive personal information.
Legal Issues in Mobile Security Researchmarciahofmann
I gave this talk at CanSecWest in 2012. Abstract:
This presentation will identify and discuss sticky legal problems raised by researching the security of mobile devices. Using American law as a jumping-off point, I'll discuss common legal issues that arise in mobile security research such as jailbreaking, reverse engineering, and interception of communications. We'll also talk about practical ways to reduce the risks of your research so that you can go about your work with less potential for legal trouble.
This document discusses cyber crimes and cyber law in India. It begins by defining cyber crimes as criminal activity where a computer or network is used as a tool, target, or place of criminal activity. It notes that cyber crimes are difficult to regulate and investigate due to the lack of geographical boundaries online. The document then covers the historical origins of cyber crimes, classifications of cyber crimes, jurisdictional and evidence issues in cyber law, and analyzes India's Information Technology Act regarding cyber crimes and intermediary liability. It concludes by suggesting improvements are needed to cyber law and regulations.
The document discusses the methodology for digital forensic analysis. It begins with an overview that defines computer forensics and outlines its key elements. It then details the three main steps in the forensic process: 1) Preparation/Extraction, which involves verifying tools and data, developing search leads, and extracting relevant information; 2) Identification, which involves determining the type of extracted data and identifying relevant data to answer the forensic request; and 3) Analysis, which involves connecting all the information to answer who, what, when, where, how and other questions to fully satisfy the forensic request. The document provides figures illustrating each step and explains how new leads developed at each phase can trigger repeating steps in an iterative process until the request is
Lofty Ideals: The Nature of Clouds and EncryptionSean Whalen
An overview of the legal, privacy, and security issues surrounding modern cloud services and cryptography
Created as an alumnus talk for the Computer & Network Support Technology Fairfield Career Center senior class of 2016.
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMSIJNSA Journal
The smart irrigation system represents an innovative approach to optimize water usage in agricultural and landscaping practices. The integration of cutting-edge technologies, including sensors, actuators, and data analysis, empowers this system to provide accurate monitoring and control of irrigation processes by leveraging real-time environmental conditions. The main objective of a smart irrigation system is to optimize water efficiency, minimize expenses, and foster the adoption of sustainable water management methods. This paper conducts a systematic risk assessment by exploring the key components/assets and their functionalities in the smart irrigation system. The crucial role of sensors in gathering data on soil moisture, weather patterns, and plant well-being is emphasized in this system. These sensors enable intelligent decision-making in irrigation scheduling and water distribution, leading to enhanced water efficiency and sustainable water management practices. Actuators enable automated control of irrigation devices, ensuring precise and targeted water delivery to plants. Additionally, the paper addresses the potential threat and vulnerabilities associated with smart irrigation systems. It discusses limitations of the system, such as power constraints and computational capabilities, and calculates the potential security risks. The paper suggests possible risk treatment methods for effective secure system operation. In conclusion, the paper emphasizes the significant benefits of implementing smart irrigation systems, including improved water conservation, increased crop yield, and reduced environmental impact. Additionally, based on the security analysis conducted, the paper recommends the implementation of countermeasures and security approaches to address vulnerabilities and ensure the integrity and reliability of the system. By incorporating these measures, smart irrigation technology can revolutionize water management practices in agriculture, promoting sustainability, resource efficiency, and safeguarding against potential security threats.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
A review on techniques and modelling methodologies used for checking electrom...nooriasukmaningtyas
The proper function of the integrated circuit (IC) in an inhibiting electromagnetic environment has always been a serious concern throughout the decades of revolution in the world of electronics, from disjunct devices to today’s integrated circuit technology, where billions of transistors are combined on a single chip. The automotive industry and smart vehicles in particular, are confronting design issues such as being prone to electromagnetic interference (EMI). Electronic control devices calculate incorrect outputs because of EMI and sensors give misleading values which can prove fatal in case of automotives. In this paper, the authors have non exhaustively tried to review research work concerned with the investigation of EMI in ICs and prediction of this EMI using various modelling methodologies and measurement setups.
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECTjpsjournal1
The rivalry between prominent international actors for dominance over Central Asia's hydrocarbon
reserves and the ancient silk trade route, along with China's diplomatic endeavours in the area, has been
referred to as the "New Great Game." This research centres on the power struggle, considering
geopolitical, geostrategic, and geoeconomic variables. Topics including trade, political hegemony, oil
politics, and conventional and nontraditional security are all explored and explained by the researcher.
Using Mackinder's Heartland, Spykman Rimland, and Hegemonic Stability theories, examines China's role
in Central Asia. This study adheres to the empirical epistemological method and has taken care of
objectivity. This study analyze primary and secondary research documents critically to elaborate role of
china’s geo economic outreach in central Asian countries and its future prospect. China is thriving in trade,
pipeline politics, and winning states, according to this study, thanks to important instruments like the
Shanghai Cooperation Organisation and the Belt and Road Economic Initiative. According to this study,
China is seeing significant success in commerce, pipeline politics, and gaining influence on other
governments. This success may be attributed to the effective utilisation of key tools such as the Shanghai
Cooperation Organisation and the Belt and Road Economic Initiative.
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
ACEP Magazine edition 4th launched on 05.06.2024Rahul
This document provides information about the third edition of the magazine "Sthapatya" published by the Association of Civil Engineers (Practicing) Aurangabad. It includes messages from current and past presidents of ACEP, memories and photos from past ACEP events, information on life time achievement awards given by ACEP, and a technical article on concrete maintenance, repairs and strengthening. The document highlights activities of ACEP and provides a technical educational article for members.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELgerogepatton
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
3. Understanding of legal aspects
Anyone overseeing network security must be aware of
the legal implications of forensic activity. Security
professionals need to consider their policy decisions
and technical actions in the context of existing laws.
For instance, you must have authorization before you
monitor and collect information related to a computer
intrusion.
There are also legal ramifications to using security
monitoring tools. Digital Forensics is a relatively new
discipline to the courts and many of the existing laws
used to prosecute computer-related crimes, legal
precedents, and practices related to digital forensics
are in a state of flux. New court rulings are issued that
3
4. Legal Issues
Forensics is defined as “the use of science and
technology to investigate and establish facts in criminal or
civil courts of law.” As a subcategory of this, computer
forensics attempts to assist litigants in establishing (or
refuting) facts by examining digital evidence. This can
range from activity that took place on a computer or cell
phone, to information that was passed along by
someone, or interaction with prohibited or protected
material on that computer.
4
5. Legal Issues
The legal issues relevant to computer forensics are vast,
and range from the qualification of experts, the reliability
and accuracy of the forensic evidence that is being
proffered, to the scope and result of an expert’s
testimony. Here, we will focus on one of the most
prominent legal issues in computer forensics: proof of
possession of prohibited material.
Very often, a case has at its root an allegation that an
individual or corporation had a certain piece of digital
material on their computer. This may be photographs,
videos, text documents, spreadsheets or other type of
computer file.
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6. Legal Issues
Applying a common sense analysis to these situations
can be problematic. Typically, when we find something
located in someone’s personal space (e.g. their kitchen,
their car, or their briefcase) we presume the person
possessed the item. In reality, there is a wide scale of
uncertainty of whether the person possessed the item.
When things are found outside of a person’s direct
possession (e.g. their pocket or hand) the law regarding
possession is rooted in the two concepts of :
1.) Knowledge;
2.) Control
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7. Legal Issues
No one can possess something they don’t know about
(the baseball thrown in their yard by a neighbour and
covered with bushes) or that they do not control (the
marijuana plant someone can see in their neighbour’s
yard, yet over which they have no power).
Courts have affirmed the application of these principles to
possession of material on computers
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8. Legal Issues
Section 4(3) of the Criminal Code contains a
definition of possession. Section 4(3)(a)(ii) contains
the relevant part of that definition for present
purposes:
a person has anything in possession when he …
knowingly
(ii) has it in any place … for the use or benefit of
himself or another person;
Possession requires knowledge of the criminal
character of the item in issue. In this case, the
Crown had to prove that the appellant had
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9. Legal Issues
Knowledge alone will not establish possession. The
Crown must also prove that an accused with the requisite
knowledge had a measure of control over the item in
issue. Control refers to power or authority over the item
whether exercised or not: R. v. Mohamad at paras. 60-61
(Ont. C.A.).
These central concepts are easily understood in simple
“real world” examples about baseballs, cars and cocaine.
However, it is the bridge between a computer forensic
examination and a conclusion about these concepts that
is often vexing or (worse) misunderstood by litigants and
courts alike.
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10. Legal Issues
A properly conducted examination of a hard drive
is, at its root, a very black and white process of
examining 1’s and 0’s. It is the multiple layers of
interpretation of these 1’s and 0’s that must be
subjected to careful legal scrutiny if a proper result
is to be obtained.
The complicated nature of these interpretations,
and the human frailties associated with such
interpretations, are the grey area within which
these cases can be won or lost.
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11. Legal Issues
For example, images of a prohibited nature may be found
to exist on a computer seized at a defendant’s home
(we’ll call her Jane). Some litigants and courts may start
from the proposition that material found on a computer
was placed there by Jane. The danger with such a
conclusion ignore the alternative explanations that may
be just as, or more, likely, such as another person with
access to the computer placed the material there.
This possibility is well known to those who litigate in this
area. A computer regularly used by 12 different people is
ripe for this explanation. However, computer forensic
examinations will attempt to foreclose another physical
person through the following means:
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12. Legal Issues
Utilizing dates and times of access to the material
to exclude other potential people, for instance
when they couldn’t possibly have been physically
in the home;
Determining if the material was accessed while the
computer was logged into Jane’s user account,
which may well have been password protected; or
The material was accessed at the same time as
material specific to Jane, such as her work email or
a project she was completing.
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13. Legal Issues
These sorts of “exclusions” are merely propositions
that may be very, or only partially, supported by the
rest of the computer examination.
The reality is that much of the content accessed by
computer users is not by request, but served out by
internet web pages. In the 2010 case of R. v.
G. the court considered whether this sort of
unintentional and accidental downloading can
explain the presence of prohibited material on a
user’s computer. At trial, the judge had found: (at
para. 22)
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14. Legal Issues
[the] evidence that internet browsing can result in
the inadvertent copying of images onto a hard drive
is important. Anyone who has used the internet,
perhaps to read the online version of a newspaper,
will understand that the “page” that opens when
one enters a website may be considerably larger
than what is immediately visible to the user. That
is, a web page may contain substantially more
information, in the form of images and text, than
what can be seen on the computer screen. To see
everything, the user may have to scroll a
considerable distance to the bottom of the page.
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15. Legal Issues
The court in R. v. G. found the accused not guilty
on all charges. This result, however, was built on
the evidentiary foundation laid by cross examining
the forensics expert. In R. v. C. the accused was
convicted, and the court rejected the defence that
had been successful in R. v. G., even mentioning
the case:
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16. Legal Issues
One of the grim realities of today’s internet is the constant
threat of malware (viruses, trojans and worms, etc.).
Malicious users scan the internet for poorly protected
computers and focus attacks on them. Some web pages
are exclusively set up to infect computers that access
them, even if by accident or unintentionally. In July 2009,
Google published a “Malware List” that identified 350,000
web pages that contained malicious software. This reality
is often downplayed where the other side wishes to prove
someone like Jane meant to download or access
prohibited material. Courts have recognized these
threats, and have even based findings on these threats.
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17. Legal Issues
The law in this area demonstrates the difficulty with which
legal principles are adapted to concepts of digital manipulation
and storage. Often, cases turn on the facts that are
successfully proven in the evidence stage; facts like how are
files written to hard drives, and what types of “user”
intervention are required to create them. Analogies about what
people possess in their car, or their yard are illuminating, but
often false or fallacious.
This summary only briefly considers a few of the multitude of
legal issues involved in a computer forensics case. The law in
this area is still coalescing, and few appellate level decisions
are available. It is for this reason that the quality and type of
evidence presented is even more decisive than in other types
of litigation. Courts are looking for guidance on these issues,
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18. Electronics Discovery
“What is the difference between electronic discovery and
digital forensics?”
There is often confusion between the disciplines of
electronic discovery (eDiscovery) and digital forensics,
but from a civil litigation perspective, the same rules
apply to both. While both provide value in litigation, the
differences are distinct. For starters, the pricing model is
typically different. eDiscovery is often billed by the
volume of data involved, and the digital forensics pricing
model typically revolves around hourly rates. However,
the most important difference between eDiscovery and
digital forensics is who analyzes the information.
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19. Electronics Discovery
Simply defined, eDiscovery is the process of
identifying, preserving, collecting, processing,
reviewing, and analyzing electronically stored
information (ESI) in litigation. The digital forensics
process involves identifying, preserving, collecting,
analyzing, and reporting on digital information. As you
can see, they are very similar until the crucial
difference, the responsible party for analyzing the
information. In an eDiscovery matter, the role of the
expert is to provide the information to legal teams in a
reviewable format for the analysis. However when
leveraging digital forensics, the expert will perform the
analysis of the information and report the findings to
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20. Electronics Discovery
The party performing the analysis of the electronic
information, in my opinion, is the primary
differentiator between eDiscovery and digital
forensics.
Since most of you are fluent in how to properly
leverage eDiscovery, I will discuss additional
information of interest that is provided by digital
forensics:
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21. Electronics Discovery
Determining timelines of computer activity
Determining electronic communications outside of
conventional email
Recovering deleted information
Analyzing Internet usage
Analyzing social network usage
Applications installed and executed
Analyzing pictures and movies
Peripheral device usage (USB drives, printers, etc.)
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22. Electronics Discovery
There are matters in which we find that the “hybrid
approach” is most successful. In these instances, we
work with legal teams to develop the strategy for the
case and obtain as much information as possible. We
then perform the forensic analysis of the computer
activity and provide the electronic documents to legal
teams for their review. In both instances, the context of
the information is obviously very important. When
working with digital forensic experts, the more
information you provide us surrounding the litigation
matter, the more value we will be to you. In digital
forensic engagements, we typically ask for the
complaint and any relevant depositions
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23. Electronics Discovery
Once we have completed our review of the
applicable sections, we schedule a meeting with
the client to determine the objectives, discuss
strategy, and ask questions. The goal of digital
forensic experts is to meet the objectives outlined
with the digital information available. I assure you
the time investment made with your expert on the
front end will pay dividends as the case
progresses.
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24. Electronics Discovery
In any eDiscovery matter, there is the opportunity that
the need for digital forensics will arise. For example,
you have received the document production, and the
volume is a small fraction of what is expected. Your
client provides information indicating that electronic
information has been destroyed intentionally; you will
now likely need digital forensics to determine if, when,
and how the destruction occurred. For this reason, I
always suggest choosing litigation support companies
with a strong competency in both disciplines to
maintain the momentum in your case. In addition,
“interview” the potential experts ensuring a good fit for
the case and working with your legal team.
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25. Electronics Discovery
The terms “eDiscovery” and “digital forensics” are
often used interchangeably, but there are clear
differences. It is my opinion that the critical
difference is the analysis of the information. In an
eDiscovery engagement, the legal teams review
and analyze the information. In digital forensics,
the expert reviews the digital information and
provides the findings in an expert report. Because
experts can vary greatly in experience, capabilities,
and communication skills, choose the right expert
carefully.
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26. Electronics Discovery
Types of electronically stored information
In the process of electronic discovery, all types of
data can serve as evidence. This can include
electronic documents, such as text, images, audio,
video, calendars, instant messages, cellphone
data, databases, spreadsheets, animation,
websites and computer programs. Email can be an
especially valuable source of evidence in civil or
criminal litigation because people are often less
careful in these exchanges than in hard-copy
correspondence, such as written memos and
postal letters.
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27. Electronics Discovery
How does the e-discovery process work?
The process of discovery begins when a lawsuit appears
imminent, up to when digital evidence is presented in
court. Attorneys from both sides will determine the
scope of e-discovery. The following is a simple
description of the e-discovery process:
Identification. ESI is identified by attorneys. E-
discovery requests and challenges are made.
Preservation. Data that is identified as potentially
relevant is placed under legal hold so it cannot be
destroyed. Failure to preserve data will lead to
sanctions and fines if the lost data puts the defense at
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28. Electronics Discovery
How does the e-discovery process work?
Collection. Data is transferred from a company to
legal counsel. The legal counsel determines the data's
relevance.
Processing. Files are loaded into a review platform.
Data is usually converted into a PDF (Portable
Document Format) or TIFF (Tag Image File Format) for
court.
Review. The review process assesses documents for
privilege and responsiveness to discovery requests.
Production. Documents are exchanged with opposing
counsels.
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