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THREE CENTRES OF EXCELLENCE IN ARTIFICIAL INTELLIGENCE:

India’s Finance Minister, Mrs. Nirmala Sitharaman, with a vision of ‘Make AI for India’ and ‘Make AI work for India, ’ announced during the presentation of Union Budget 2023 that the Indian Government is planning to set up three ‘Centre of Excellence’ for Artificial Intelligence in top Educational Institutions to revolutionise fields such as health, agriculture, etc.

Under the ‘Amirt Kaal,’ i.e., the budget of 2023 is a stepping stone by the government to have a technology-driven knowledge-based economy and the seven priorities that have been set up by the government called ‘Saptarishi’ such as inclusive development, reaching the last mile, infrastructure investment, unleashing potential, green growth, youth power, and financial sector will guide the nation in this endeavor along with leading industry players that will partner in conducting interdisciplinary research, developing cutting edge applications and scalable problem solutions in such areas.

The government has already formed the roadmap for AI in the nation through MeitY, NASSCOM, and DRDO, indicating that the government has already started this AI revolution. For AI-related research and development, the Centre for Artificial Intelligence and Robotics (CAIR) has already been formed, and biometric identification, facial recognition, criminal investigation, crowd and traffic management, agriculture, healthcare, education, and other applications of AI are currently being used.

Even a task force on artificial intelligence (AI) was established on August 24, 2017. The government had promised to set up Centers of Excellence (CoEs) for research, education, and skill development in robotics, artificial intelligence (AI), digital manufacturing, big data analytics, quantum communication, and the Internet of Things (IoT) and by announcing the same in the current Union budget has planned to fulfill the same.

The government has also announced the development of 100 labs in engineering institutions for developing applications using 5G services that will collaborate with various authorities, regulators, banks, and other businesses.

Developing such labs aims to create new business models and employment opportunities. Among others, it will also create smart classrooms, precision farming, intelligent transport systems, and healthcare applications, as well as new pedagogy, curriculum, continual professional development dipstick survey, and ICT implementation will be introduced for training the teachers.

POSSIBLE ROLES OF AI:

The use of AI in top educational institutions will help students to learn at their own pace, using AI algorithms providing customised feedback and recommendations based on their performance, as it can also help students identify their strengths and weaknesses, allowing them to focus their study efforts more effectively and efficiently and will help train students in AI and make the country future-ready.

The main area of AI in healthcare, agriculture, and sustainable cities would be researching and developing practical AI applications in these sectors. In healthcare, AI can be effective by helping medical professionals diagnose diseases faster and more accurately by analysing medical images and patient data. It can also be used to identify the most effective treatments for specific patients based on their genetic and medical history.

Artificial Intelligence (AI) has the potential to revolutionise the agriculture industry by improving yields, reducing costs, and increasing efficiency. AI algorithms can collect and analyse data on soil moisture, crop health, and weather patterns to optimise crop management practices, improve yields and the health and well-being of livestock, predict potential health issues, and increase productivity. These algorithms can identify and target weeds and pests, reducing the need for harmful chemicals and increasing sustainability.

ROLE OF AI IN CYBERSPACE:

Artificial Intelligence (AI) plays a crucial role in cyberspace. AI technology can enhance security in cyberspace, prevent cyber-attacks, detect and respond to security threats, and improve overall cybersecurity. Some of the specific applications of AI in cyberspace include:

• Intrusion Detection: AI-powered systems can analyse large amounts of data and detect signs of potential cyber-attacks.
• Threat Analysis: AI algorithms can help identify patterns of behaviour that may indicate a potential threat and then take appropriate action.
• Fraud Detection: AI can identify and prevent fraudulent activities, such as identity theft and phishing, by analysing large amounts of data and detecting unusual behaviour patterns.
• Network Security: AI can monitor and secure networks against potential cyber-attacks by detecting and blocking malicious traffic.
• Data Security: AI can be used to protect sensitive data and ensure that it is only accessible to authorised personnel.

CONCLUSION:

Introducing AI in top educational institutions and partnering it with leading industries will prove to be a stepping stone to revolutionise the development of the country, as Artificial Intelligence (AI) has the potential to play a significant role in the development of a country by improving various sectors and addressing societal challenges. Overall, we hope to see an increase in efficiency and productivity across various industries, leading to increased economic growth and job creation, improved delivery of healthcare services by increasing access to care and, improving patient outcomes, making education more accessible and effective as AI has the potential to improve various sectors of a country and contribute to its overall development and progress. However, it’s important to ensure that AI is developed and used ethically, considering its potential consequences and impact on society.

References:

• Centre to establish three centres of excellence to boost AI (newsbytesapp.com)
• Union Budget 2023: Centre bets big on Artificial Intelligence, IoT | Business Standard News (business-standard.com)
• Union Budget 2023: Centres of Excellence for AI to be Set Up in Top Educational Institutions (msn.com)

Recent Incidents:

Recent reports are revealing a significant security threat linked to a new infostealer based malware campaign known to solely target gaming accounts. This attack has affected users of Activision and other gaming websites. The sophisticated software has captured millions of login credentials, notably from the cheats and players. The officials at Activision Blizzard, an American video game holding company, are still investigating the matter and collaborating with cheated developers to minimize the impact and inform the accounts’ residents of appropriate safety measures.

Overview:

Infostealer, also known as information stealer, is a type of malware designed in the form of a Trojan virus for stealing private data from the infected system. It can have a variety of incarnations and collect user data of various types such as browser history, passwords, credit card numbers, and login details and credentials to social media, gaming platforms, bank accounts, and other websites. Bad actors use the log obtained as a result of the collection of personal records to access the victim’s financial accounts, appropriate the victim’s online identity, and perform fraudulent actions on behalf of the victim.

Modus Operandi:

• Infosteale­r is a malicious program created to illegally obtain pe­ople's login details, like use­rnames and passwords. Its goal is to enable cybe­rattacks, sell on dark web markets, or pursue­ malicious aims.

• This malware targets both personal de­vices and corporate systems. It spre­ads through methods like phishing emails, harmful we­bsites, and infected public site­s.

• Once inside a device­, Infostealer secre­tly gathers sensitive data like­ passwords, account details, and personal information. It's designe­d to infiltrate systems being undete­cted. The stolen cre­dentials are compiled into datalogs. The­se logs are then sold ille­gally on dark web marketplaces for profit.

Analysis: 

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Basic properties:

• MD5: 06f53d457c530635b34aef0f04c59c7d
• SHA-1: 7e30c3aee2e4398ddd860d962e787e1261be38fb
• SHA-256: aeecc65ac8f0f6e10e95a898b60b43bf6ba9e2c0f92161956b1725d68482721d
• Vhash: 145076655d155515755az4e?z4
• Authentihash: 65b5ecd5bca01a9a4bf60ea4b88727e9e0c16b502221d5565ae8113f9ad2f878
• Imphash: f4a69846ab44cc1bedeea23e3b680256
• Rich PE header hash: ba3da6e3c461234831bf6d4a6d8c8bff 
• SSDEEP: 6144:YcdXHqXTdlR/YXA6eV3E9MsnhMuO7ZStApGJiZcX8aVEKn3js7/FQAMyzSzdyBk8:YIKXd/UgGXS5U+SzdjTnE3V
• TLSH:T1E1B4CF8E679653EAC472823DCC232595E364FB009267875AC25702D3EFBB3D56C29F90
• File type: Win32 DLL executable windows win32 pepe dll
• Magic: PE32+ executable (DLL) (GUI) x86-64, for MS Windows
• File size: 483.50 KB (495104 bytes)

Additional Hash Files:

• 160389696ed7f37f164f1947eda00830
• 229a758e232aeb49196c862655797e12
• 23e4ac5e7db3d5a898ea32d27e8b7661
• 3440cced6ec7ab38c6892a17fd368cf8
• 36d7da7306241979b17ca14a6c060b92
• 38d2264ff74123f3113f8617fabc49f6
• 3c5c693ba9b161fa1c1c67390ff22c96
• 3e0fe537124e6154233aec156652a675
• 4571090142554923f9a248cb9716a1ae
• 4e63f63074eb85e722b7795ec78aeaa3
• 63dd2d927adce034879b114d209b23de
• 642aa70b188eb7e76273130246419f1d
• 6ab9c636fb721e00b00098b476c49d19
• 71b4de8b5a1c5a973d8c23a20469d4ec
• 736ce04f4c8f92bda327c69bb55ed2fc
• 7acfddc5dfd745cc310e6919513a4158
• 7d96d4b8548693077f79bc18b0f9ef21
• 8737c4dc92bd72805b8eaf9f0ddcc696
• 9b9ff0d65523923a70acc5b24de1921f
• 9f7c1fffd565cb475bbe963aafab77ff

Indicators of Compromise:

• Unusual Outbound Network Traffic: An increase in odd or questionable outbound network traffic may be a sign that infostealer malware has accessed more data.

• Anomalies in Privileged User Account Activity: Unusual behavior or illegal access are two examples of irregular actions that might indicate a breach in privileged user accounts.

• Suspicious Registry or System File Changes: Infostealer malware may be trying to alter system settings if there are any unexpected changes to system files, registry settings, or configurations.

• Unusual  DNS queries: When communicating with command and control servers or rerouting traffic, infostealer malware may produce strange DNS queries.

• Unexpected System Patching: Unexpected or unauthorized system patching by unidentified parties may indicate that infostealer malware has compromised the system and is trying to hide its footprint or become persistent. 

• Phishing emails and social engineering attempts:  It is a  popular strategy employed by cybercriminals to get confidential data or implant malicious software. To avoid compromise, it is crucial to be wary of dubious communications and attempts of social engineering.

Recommendations:

• Be Vigilant: In today's digital world, many cybercrime­s threaten online safe­ty, Phishing tricks, fake web pages, and bad links pose­ real dangers. Carefully che­ck email sources. Examine we­bsites closely. Use top se­curity programs. Follow safe browsing rules. Update software­ often. Share safety tips. The­se steps reduce­ risks. They help kee­p your online presence­ secure.

• Regular use of Anti-Virus Software to detect the threats: Antivirus tools are vital for finding and stopping cybe­r threats. These programs use­ signature detection and be­havior analysis to identify known malicious code and suspicious activities. Updating virus de­finitions and software-patches regularly, improve­s their ability to detect ne­w threats. This helps maintain system se­curity and data integrity.

• Provide security related training to the employees and common employees: One should learn Cybe­rsecurity and the best practice­s in order to keep the­ office safe. Common workers will ge­t lessons on spotting risks and responding well, cre­ating an environment of caution.

• Keep changing passwords: Passwords should be changed fre­quently for better se­curity. Rotating passwords often makes it harder for cybe­r criminals to compromise and make it happen or confidential data to be­ stolen. This practice keeps intruders out and shie­lds sensitive intel.

Conclusion:

To conclude, to reduce the impact and including the safety measures, further investigations and collaboration are already in the pipeline regarding the recent malicious software that takes advantage of gamers and has stated that about millions of credentials users have been compromised. To protect sensitive data, continued usage of antivirus software, use of trusted materials  and password changes are the key elements. The ways to decrease risks and safely protect sensitive information are to develop improved Cybersecurity methods such as multi-factor authentication and the conduct of security audits frequently. Be safe and be vigilant.

Reference:

• https://techcrunch.com/2024/03/28/activision-says-its-investigating-password-stealing-malware-targeting-game-players/
• https://www.bleepingcomputer.com/news/security/activision-enable-2fa-to-secure-accounts-recently-stolen-by-malware/
• https://cyber.vumetric.com/security-news/2024/03/29/activision-enable-2fa-to-secure-accounts-recently-stolen-by-malware/
• https://www.virustotal.com/
• https://otx.alienvault.com/

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Executive Summary:

BrazenBamboo’s DEEPDATA malware represents a new wave of advanced cyber espionage tools, exploiting a zero-day vulnerability in Fortinet FortiClient to extract VPN credentials and sensitive data through fileless malware techniques and secure C2 communications. With its modular design, DEEPDATA targets browsers, messaging apps, and password stores, while leveraging reflective DLL injection and encrypted DNS to evade detection. Cross-platform compatibility with tools like DEEPPOST and LightSpy highlights a coordinated development effort, enhancing its espionage capabilities. To mitigate such threats, organizations must enforce network segmentation, deploy advanced monitoring tools, patch vulnerabilities promptly, and implement robust endpoint protection. Vendors are urged to adopt security-by-design practices and incentivize vulnerability reporting, as vigilance and proactive planning are critical to combating this sophisticated threat landscape.

Introduction

The increased use of zero-day vulnerabilities by more complex threat actors reinforces the importance of more developed countermeasures. One of the threat actors identified is BrazenBamboo uses a zero-day vulnerability in Fortinet FortiClient for Windows through the DEEPDATA advanced malware framework. This research explores technical details about DEEPDATA, the tricks used in its operations, and its other effects.

Technical Findings

1. Vulnerability Exploitation Mechanism

The vulnerability in Fortinet’s FortiClient lies in its failure to securely handle sensitive information in memory. DEEPDATA capitalises on this flaw via a specialised plugin, which:

• Accesses the VPN client’s process memory.
• Extracts unencrypted VPN credentials from memory, bypassing typical security protections.
• Transfers credentials to a remote C2 server via encrypted communication channels.

2. Modular Architecture

DEEPDATA exhibits a highly modular design, with its core components comprising:

• Loader Module (data.dll): Decrypts and executes other payloads.
• Orchestrator Module (frame.dll): Manages the execution of multiple plugins.
• FortiClient Plugin: Specifically designed to target Fortinet’s VPN client.

Each plugin operates independently, allowing flexibility in attack strategies depending on the target system.

3. Command-and-Control (C2) Communication

DEEPDATA establishes secure channels to its C2 infrastructure using WebSocket and HTTPS protocols, enabling stealthy exfiltration of harvested data. Technical analysis of network traffic revealed:

• Dynamic IP switching for C2 servers to evade detection.
• Use of Domain Fronting, hiding C2 communication within legitimate HTTPS traffic.
• Time-based communication intervals to minimise anomalies in network behavior.

4. Advanced Credential Harvesting Techniques

Beyond VPN credentials, DEEPDATA is capable of:

• Dumping password stores from popular browsers, such as Chrome, Firefox, and Edge.
• Extracting application-level credentials from messaging apps like WhatsApp, Telegram, and Skype.
• Intercepting credentials stored in local databases used by apps like KeePass and Microsoft Outlook.

5. Persistence Mechanisms

To maintain long-term access, DEEPDATA employs sophisticated persistence techniques:

• Registry-based persistence: Modifies Windows registry keys to reload itself upon system reboot.
• DLL Hijacking: Substitutes legitimate DLLs with malicious ones to execute during normal application operations.
• Scheduled Tasks and Services: Configures scheduled tasks to periodically execute the malware, ensuring continuous operation even if detected and partially removed.

Additional Tools in BrazenBamboo’s Arsenal

1. DEEPPOST

A complementary tool used for data exfiltration, DEEPPOST facilitates the transfer of sensitive files, including system logs, captured credentials, and recorded user activities, to remote endpoints.

2. LightSpy Variants

• The Windows variant includes a lightweight installer that downloads orchestrators and plugins, expanding espionage capabilities across platforms.
• Shellcode-based execution ensures that LightSpy’s payload operates entirely in memory, minimising artifacts on the disk.

3. Cross-Platform Overlaps

BrazenBamboo’s shared codebase across DEEPDATA, DEEPPOST, and LightSpy points to a centralised development effort, possibly linked to a Digital Quartermaster framework. This shared ecosystem enhances their ability to operate efficiently across macOS, iOS, and Windows systems.

Notable Attack Techniques

1. Memory Injection and Data Extraction

Using Reflective DLL Injection, DEEPDATA injects itself into legitimate processes, avoiding detection by traditional antivirus solutions.

• Memory Scraping: Captures credentials and sensitive information in real-time.
• Volatile Data Extraction: Extracts transient data that only exists in memory during specific application states.

2. Fileless Malware Techniques

DEEPDATA leverages fileless infection methods, where its payload operates exclusively in memory, leaving minimal traces on the system. This complicates post-incident forensic investigations.

3. Network Layer Evasion

By utilising encrypted DNS queries and certificate pinning, DEEPDATA ensures that network-level defenses like intrusion detection systems (IDS) and firewalls are ineffective in blocking its communications.

Recommendations

1. For Organisations

• Apply Network Segmentation: Isolate VPN servers from critical assets.
• Enhance Monitoring Tools: Deploy behavioral analysis tools that detect anomalous processes and memory scraping activities.
• Regularly Update and Patch Software: Although Fortinet has yet to patch this vulnerability, organisations must remain vigilant and apply fixes as soon as they are released.

2. For Security Teams

• Harden Endpoint Protections: Implement tools like Memory Integrity Protection to prevent unauthorised memory access.
• Use Network Sandboxing: Monitor and analyse outgoing network traffic for unusual behaviors.
• Threat Hunting: Proactively search for indicators of compromise (IOCs) such as unauthorised DLLs (data.dll, frame.dll) or C2 communications over non-standard intervals.

3. For Vendors

• Implement Security by Design: Adopt advanced memory protection mechanisms to prevent credential leakage.
• Bug Bounty Programs: Encourage researchers to report vulnerabilities, accelerating patch development.

Conclusion

DEEPDATA is a form of cyber espionage and represents the next generation of tools that are more advanced and tunned for stealth, modularity and persistence. While Brazen Bamboo is in the process of fine-tuning its strategies, the organisations and vendors have to be more careful and be ready to respond to these tricks. The continuous updating, the ability to detect the threats and a proper plan on how to deal with incidents are crucial in combating the attacks.

References:

1. https://thehackernews.com/2024/11/warning-deepdata-malware-exploiting.html‍
2. http://www.theregister.com/2024/11/19/china_brazenbamboo_fortinet_0day/