#FactCheck - AI Artwork Misattributed: Mahendra Singh Dhoni Sand Sculptures Exposed as AI-Generated

Introduction

The much-awaited DPDP Rules have now finally been released in the official Gazette on 3rd January 2025 for consultation. The draft Digital Personal Data Protection Rules, 2025 (DPDP Rules) invites objections and suggestions from stakeholders that can be submitted on MyGov (https://mygov.in) by 18th February 2025.

DPDP Rules at Glance 

• Processing of Children's Data: The draft rules say that ‘A Data Fiduciary shall adopt appropriate technical and organisational measures to ensure that verifiable consent of the parent is obtained before the processing of any personal data of a child’. It entails that children below 18 will need parents' consent to create social media accounts.
• The identity of the parents and their age can be verified through reliable details of identity and age available with the Data Fiduciary, voluntarily provided identity proof or virtual token mapped to the same. The data fiduciaries are also required to observe due diligence for checking that the individual identifying themselves as the parent is an adult who is identifiable, if required, in connection with compliance with any law for the time being in force in India. Additionally, the government will also extend exemptions from these specific provisions pertaining to processing of children's data to educational institutions, and child welfare organisations.
• Processing of Personal Data Outside India: The draft rules specify that the transfer of personal data outside India, whether it is processed within the country or outside in connection with offering goods or services to individuals in India, is permitted only if the Data Fiduciary complies with the conditions prescribed by the Central Government through general or specific orders.
• Intimation of Personal Data Breach: On becoming aware of a personal data breach, the Data Fiduciary must promptly notify the affected Data Principals in a clear and concise manner through their user account or registered communication method. This notification should include a description of the breach (nature, extent, timing, and location), potential consequences for the Data Principal, measures taken or planned to mitigate risks, recommended safety actions for the Data Principal, and contact information of a representative to address queries. Additionally, the Data Fiduciary must inform the Board without delay, providing details of the breach, its likely impact, and initial findings. Within 72 hours (or a longer period allowed by the Board upon request), the Data Fiduciary must submit updated information, including the facts and circumstances of the breach, mitigation measures, findings about the cause, steps to prevent recurrence, and a report on notifications given to affected Data Principals. 
• Data Protection Board: The draft rules propose establishing the Data Protection Board, which will function as a digital office, enabling remote hearings, and will hold powers to investigate breaches, impose penalties, and perform related regulatory functions.

Journey of Digital Personal Data Protection Act, 2023

The foundation for the single statute legislation on Data Protection was laid down in 2017, in the famous ‘Puttaswami judgment,’ which is also well recognised as the Aadhar Card judgment. In this case, ‘privacy’  was recognised as intrinsic to the right to life and personal liberty, guaranteed by Article 21 of the Constitution of India, thus making ‘Right to Privacy’ a fundamental right.  In the landmark Puttaswamy ruling, the apex court of India stressed the need for a comprehensive data protection law. 

Eight years on and several draft bills later, the Union Cabinet approved the Digital Personal Data Protection Bill (DPDP) on 5th July 2023. The bill was tabled in the Lok Sabha on 3rd August 2023, and It was passed by Lok Sabha on 7th August, and the bill passed by Rajya Sabha on 9th August and got the president's assent on 11th August 2023; and India finally came up with the ‘Digital Personal Data Protection Act, 2023. This is a significant development that has the potential to bring about major improvements to online privacy and the handling of digital personal data by the platforms.

The Digital Personal Data Protection Act, 2023, is a newly-enacted legislation designed to protect individuals' digital personal data. It aims to ensure compliance by Data Fiduciaries and imposes specific obligations on both Data Principals and Data Fiduciaries. The Act promotes consent-based data collection practices and establishes the Data Protection Board to oversee compliance and address grievances. Additionally, it includes provisions for penalties of up to ₹250 crores in the event of a data breach. However, despite the DPDP Act being passed by parliament last year, the Act has not yet taken effect since its rules and regulations are still not finalised.

Conclusion

It is heartening to see that the Ministry of Electronics and Technology (MeitY) has finally released the draft of the much-awaited DPDP rules for consultation from stakeholders. Though noting certain positive aspects, there is still room for addressing certain gaps and multiple aspects under the draft rules that require attention. The public consultation, including the inputs from the tech platforms, is likely to see critical inputs on multiple aspects under the proposed rules. One such key area of interest will be the requirement of verifiable parental consent, which will likely include recommendations for a balanced approach which maintains children’s safety and mechanisms for the requirement of verifiable consent. The Provisions permitting government access to personal data on grounds of national security are also expected to face scrutiny. The proposed rules, after the consultation process, will be taken into consideration for finalisation after 18th February 2025.  The move towards establishing a robust data protection law in India signals a significant step toward enhancing trust and accountability in the digital ecosystem. However, its success will hinge on effective implementation, clear compliance mechanisms, and the adaptability of stakeholders to this evolving regulatory landscape.

References

• Draft DPDP Rules; https://egazette.gov.in/(S(rszckzjqxkns41cjzagebonx))/ViewPDF.aspx
• DPDP Act 2023; https://www.meity.gov.in/writereaddata/files/Digital%20Personal%20Data%20Protection%20Act%202023.pdf

Executive Summary:

A new threat being uncovered in today’s threat landscape is that while threat actors took an average of one hour and seven minutes to leverage Proof-of-Concept(PoC) exploits after they went public, now the time is at a record low of 22 minutes. This incredibly fast exploitation means that there is very limited time for organizations’ IT departments to address these issues and close the leaks before they are exploited. Cloudflare released the Application Security report which shows that the attack percentage is more often higher than the rate at which individuals invent and develop security countermeasures like the WAF rules and software patches. In one case, Cloudflare noted an attacker using a PoC-based attack within a mere 22 minutes from the moment it was released, leaving almost no time for a remediation window. 

Despite the constant growth of vulnerabilities in various applications and systems, the share of exploited vulnerabilities, which are accompanied by some level of public exploit or PoC code, has remained relatively stable over the past several years and fluctuates around 50%. These vulnerabilities with publicly known exploit code, 41% was initially attacked in the zero-day mode while of those with no known code, 84% was first attacked in the same mode. 

Modus Operandi:

The modus operandi of the attack involving the rapid weaponization of proof-of-concept (PoC) exploits is characterized by the following steps:

• Vulnerability Identification: Threat actors bring together the exploitation of a system vulnerability that may be in the software or hardware of the system; this may be a code error, design failure, or a configuration error. This is normally achieved using vulnerability scanners and test procedures that have to be performed manually. 

• Vulnerability Analysis: After the vulnerability is identified, the attackers study how it operates to determine when and how it can be triggered and what consequences that action will have. This means that one needs to analyze the details of the PoC code or system to find out the connection sequence that leads to vulnerability exploitation. 

• Exploit Code Development: Being aware of the weakness, the attackers develop a small program or script denoted as the PoC that addresses exclusively the identified vulnerability and manipulates it in a moderated manner. This particular code is meant to be utilized in showing a particular penalty, which could be unauthorized access or alteration of data. 

• Public Disclosure and Weaponization: The PoC exploit is released which is frequently done shortly after the vulnerability has been announced to the public. This makes it easier for the attackers to exploit it while waiting for the software developer to release the patch. To illustrate, Cloudflare has spotted an attacker using the PoC-based exploit 22 minutes after the publication only. 

• Attack Execution: The attackers then use the weaponized PoC exploit to attack systems which are known to be vulnerable to it. Some of the actions that are tried in this context are attempts at running remote code, unauthorized access and so on. The pace at which it happens is often much faster than the pace at which humans put in place proper security defense mechanisms, such as the WAF rules or software application fixes. 

• Targeted Operations: Sometimes, they act as if it’s a planned operation, where the attackers are selective in the system or organization to attack. For example, exploitation of CVE-2022-47966 in ManageEngine software was used during the espionage subprocess, where to perform such activity, the attackers used the mentioned vulnerability to install tools and malware connected with espionage. 

Precautions: Mitigation

Following are the mitigating measures against the PoC Exploits: 

1. Fast Patching and New Vulnerability Handling 

• Introduce proper patching procedures to address quickly the security released updates and disclosed vulnerabilities. 

• Focus should be made on the patching of those vulnerabilities that are observed to be having available PoC exploits, which often risks being exploited almost immediately.

• It is necessary to frequently check for the new vulnerability disclosures and PoC releases and have a prepared incident response plan for this purpose. 

2. Leverage AI-Powered Security Tools 

•  Employ intelligent security applications which can easily generate desirable protection rules and signatures as attackers ramp up the weaponization of PoC exploits. 

• Step up use of artificial intelligence (AI) - fueled endpoint detection and response (EDR) applications to quickly detect and mitigate the attempts. 

• Integrate Artificial Intelligence based SIEM tools to Detect & analyze Indicators of compromise to form faster reaction. 

 3. Network Segmentation and Hardening 

• Use strong networking segregation to prevent the attacker’s movement across the network and also restrict the effects of successful attacks. 

• Secure any that are accessible from the internet, and service or protocols such as RDP, CIFS, or Active directory. 

• Limit the usage of native scripting applications as much as possible because cyber attackers may exploit them. 

4. Vulnerability Disclosure and PoC Management 

• Inform the vendors of the bugs and PoC exploits and make sure there is a common understanding of when they are reported, to ensure fast response and mitigation. 

• It is suggested to incorporate mechanisms like digital signing and encryption for managing and distributing PoC exploits to prevent them from being accessed by unauthorized persons. 

• Exploits used in PoC should be simple and independent with clear and meaningful variable and function names that help reduce time spent on triage and remediation. 

5. Risk Assessment and Response to Incidents 

• Maintain constant supervision of the environment with an intention of identifying signs of a compromise, as well as, attempts of exploitation. 

• Support a frequent detection, analysis and fighting of threats, which use PoC exploits into the system and its components. 

• Regularly communicate with security researchers and vendors to understand the existing threats and how to prevent them.

Conclusion:

The rapid process of monetization of Proof of Concept (POC) exploits is one of the most innovative and constantly expanding global threats to cybersecurity at the present moment. Cyber security experts must react quickly while applying a patch, incorporate AI to their security tools, efficiently subdivide their networks and always heed their vulnerability announcements. Stronger incident response plan would aid in handling these kinds of menaces. Hence, applying measures mentioned above, the organizations will be able to prevent the acceleration of turning PoC exploits into weapons and the probability of neutral affecting cyber attacks. 

Reference:

https://www.mayrhofer.eu.org/post/vulnerability-disclosure-is-positive/

https://www.uptycs.com/blog/new-poc-exploit-backdoor-malware

https://www.balbix.com/insights/attack-vectors-and-breach-methods/

https://blog.cloudflare.com/application-security-report-2024-update

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Introduction:

Digital Forensics, as the term goes, “It is the process of collecting, preserving, identifying, analyzing, and presenting digital evidence in a way that the evidence is legally admitted.”

It is like a detective work in the digital realm, where investigators use various specific methods to find deleted files and to reveal destroyed messages.

The reason why Digital Forensics is an important field is because with the  advancement of technology and the use of digital devices, the role of Digital Forensics in preserving the evidence and protecting our data from cybercrime is becoming more and more crucial.

Digital Forensics is used in various situations such as:

• Criminal Investigations: Digital Forensics enables investigators to trace back cyber threat actors and further identify victims of the crime to  gather evidence needed to punish criminals.

• Legal issues: Digital Forensics might aid in legal  matters involving intellectual property infringement and data breaches etc.

Types of Digital Data in Digital Forensics:

1.Persistent (Non-volatile) Data :-

• This type of Data Remains Intact When The Computer Is Turned Off.
• ex. Hard-disk, Flash-drives

2.  Volatile Data :-

• These types of Data Would Be Lost When The Computer Is Turned Off.
• ex. Temp. Files, Unsaved OpenFiles, etc.

The Digital Forensics Process

The process is as follows

• Evidence Acquisition: This process involves making an exact copy (forensic image) of the storage devices such as hard drives, SSD or mobile devices. The goal is to preserve the original data without changing it.

• Data Recovery: After acquiring the forensic image, the analysts use  tools to recover deleted, hidden or the  encrypted data inside the device . 

• Timeline Analysis: Analysts use timestamp information from files, and system logs to reconstruct the timeline of activities on a device. This helps in understanding how an incident spanned out and who was involved in it.

• Malware Analysis: In cases involving  security breaches, analysts analyze malware samples to understand their behavior, impact, and origins. various reverse engineering techniques are used to analyze the malicious code.

Types of tools:

• Faraday Bags: Faraday bags are generally the first step in digital evidence capture. These bags are generally made of conductive materials, which are used to shield our electronic devices from external waves such as WiFi, Bluetooth, and mobile cellular signals, which in turn protects the digital evidence from external tampering.

• Data recovery : These types of software are generally used for the recovery of deleted files and their associated data.  Ex. Magnet Forensics, Access data, X-Ways

• Disk imaging and analysis :These types of softwares are Generally used to replicate the data storage devices and then perform further analysis on it ex. FTKImager, Autopsy, and, Sleuth Kit

• File carving tools: They are generally used to extract information from the embedded files in the image made. Ex.Foremost, Binwalk, Scalpel

Some common tools:

• EnCase: It is a tool for acquiring, analyzing, and reporting digital evidence.

• Autopsy: It is an open-source platform generally used for analyzing hard drives and smartphones.

• Volatility: It is a framework used generally for memory forensics to analyze volatile memory dumps and extract info.

• Sleuth Kit: It is a package of CLI tools for investigating disk images and its associated file systems.

• Cellebrite UFED: It is a tool generally used for mobile forensics.

Challenges in the Field:

• Encryption: Encryption plays a major challenge as the encrypted data requires specialized techniques and tools for decryption.

• Anti-Forensic Techniques: Anti-Forensics techniques play a major challenge as the criminals often use anti-forensic methods to cover their tracks, making it challenging to get the digital evidence.

• Data Volume and Complexity: The large volume of digital data and the diversity of various devices create challenges in evidence collection and analysis.

The Future of Digital Forensics: A Perspective

‍With the  growth of technology and the vast presence of digital data, the challenges and opportunities in Digital Forensics keep on updating themselves. Due to the onset of new technology and the ever growing  necessity of cloud storage, mobile devices, and the IoT (Internet of Things), investigators will have to develop new strategies and should be ready to adapt and learn from the new shaping of the tech world.

Conclusion:

‍Digital Forensics is an essential field in the recent era for ensuring fairness in the digital era. By collecting, inspecting, and analyzing the digital data, the Digital Forensics investigators can arrive lawfully at  the prosecution of criminals and the settlement of civil disputes. Nowadays with technology on one hand progressing continuously, the discipline of Digital Forensics will certainly become even more pivotal in the case of investigations in the years to come.