#FactCheck-AI-Generated Video Fake Claims Waterlogging Inside Noida International Airport Terminal

Introduction

The Senate bill introduced on 19 March 2024 in the United States would require online platforms to obtain consumer consent before using their data for Artificial Intelligence (AI) model training. If a company fails to obtain this consent, it would be considered a deceptive or unfair practice and result in enforcement action from the Federal Trade Commission (FTC) under the AI consumer opt-in, notification standards, and ethical norms for training (AI Consent) bill. The legislation aims to strengthen consumer protection and give Americans the power to determine how their data is used by online platforms. 

The proposed bill also seeks to create standards for disclosures, including requiring platforms to provide instructions to consumers on how they can affirm or rescind their consent. The option to grant or revoke consent should be made available at any time through an accessible and easily navigable mechanism, and the selection to withhold or reverse consent must be at least as prominent as the option to accept while taking the same number of steps or fewer as the option to accept.

The AI Consent bill directs the FTC to implement regulations to improve transparency by requiring companies to disclose when the data of individuals will be used to train AI and receive consumer opt-in to this use. 
The bill also commissions an FTC report on the technical feasibility of de-identifying data, given the rapid advancements in AI technologies, evaluating potential measures companies could take to effectively de-identify user data.

The definition of ‘Artificial Intelligence System’ under the proposed bill

ARTIFICIALINTELLIGENCE SYSTEM- The term artificial intelligence system“ means a machine-based system that—

1. Is capable of influencing the environment by producing an output, including predictions, recommendations or decisions, for a given set of objectives; and
2. 2. Uses machine or human-based data and inputs to

(i) Perceive real or virtual environments;

(ii) Abstract these perceptions into models through analysis in an automated manner (such as by using machine learning) or manually; and

(iii) Use model inference to formulate options for outcomes.

Importance of the proposed AI Consent Bill USA

1. Consumer Data Protection: The AI Consent bill primarily upholds the privacy rights of an individual. Consent is necessitated from the consumer before data is used for AI Training; the bill aims to empower individuals with unhinged autonomy over the use of personal information. The scope of the bill aligns with the greater objective of data protection laws globally, stressing the criticality of privacy rights and autonomy.

2. Prohibition Measures: The proposed bill intends to prohibit covered entities from exploiting the data of consumers for training purposes without their consent. This prohibition extends to the sale of data, transfer to third parties and usage. Such measures aim to prevent data misuse and exploitation of personal information. The bill aims to ensure companies are leveraged by consumer information for the development of AI without a transparent process of consent.

3. Transparent Consent Procedures: The bill calls for clear and conspicuous disclosures to be provided by the companies for the intended use of consumer data for AI training. The entities must provide a comprehensive explanation of data processing and its implications for consumers. The transparency fostered by the proposed bill allows consumers to make sound decisions about their data and its management, hence nurturing a sense of accountability and trust in data-driven practices.

4. Regulatory Compliance: The bill's guidelines call for strict requirements for procuring the consent of an individual. The entities must follow a prescribed mechanism for content solicitation, making the process streamlined and accessible for consumers. Moreover, the acquisition of content must be independent, i.e. without terms of service and other contractual obligations. These provisions underscore the importance of active and informed consent in data processing activities, reinforcing the principles of data protection and privacy.

5. Enforcement and Oversight: To enforce compliance with the provisions of the bill, robust mechanisms for oversight and enforcement are established. Violations of the prescribed regulations are treated as unfair or deceptive acts under its provisions. Empowering regulatory bodies like the FTC to ensure adherence to data privacy standards. By holding covered entities accountable for compliance, the bill fosters a culture of accountability and responsibility in data handling practices, thereby enhancing consumer trust and confidence in the digital ecosystem.

Importance of Data Anonymization

Data Anonymization is the process of concealing or removing personal or private information from the data set to safeguard the privacy of the individual associated with it. Anonymised data is a sort of information sanitisation in which data anonymisation techniques encrypt or delete personally identifying information from datasets to protect data privacy of the subject. This reduces the danger of unintentional exposure during information transfer across borders and allows for easier assessment and analytics after anonymisation. When personal information is compromised, the organisation suffers not just a security breach but also a breach of confidence from the client or consumer. Such assaults can result in a wide range of privacy infractions, including breach of contract, discrimination, and identity theft.

The AI consent bill asks the FTC to study data de-identification methods. Data anonymisation is critical to improving privacy protection since it reduces the danger of re-identification and unauthorised access to personal information. Regulatory bodies can increase privacy safeguards and reduce privacy risks connected with data processing operations by investigating and perhaps implementing anonymisation procedures.

The AI consent bill emphasises de-identification methods, as well as the DPDP Act 2023 in India, while not specifically talking about data de-identification, but it emphasises the data minimisation principles, which highlights the potential future focus on data anonymisation processes or techniques in India.

Conclusion

The proposed AI Consent bill in the US represents a significant step towards enhancing consumer privacy rights and data protection in the context of AI development. Through its stringent prohibitions, transparent consent procedures, regulatory compliance measures, and robust enforcement mechanisms, the bill strives to strike a balance between fostering innovation in AI technologies while safeguarding the privacy and autonomy of individuals.

References:

• https://fedscoop.com/consumer-data-consent-training-ai-models-senate-bill/#:~:text=%E2%80%9CThe%20AI%20CONSENT%20Act%20gives,Welch%20said%20in%20a%20statement
• https://www.dataguidance.com/news/usa-bill-ai-consent-act-introduced-house#:~:text=USA%3A%20Bill%20for%20the%20AI%20Consent%20Act%20introduced%20to%20House%20of%20Representatives,-ConsentPrivacy%20Law&text=On%20March%2019%2C%202024%2C%20US,the%20U.S.%20House%20of%20Representatives
• https://datenrecht.ch/en/usa-ai-consent-act-vorgeschlagen/
• https://www.lujan.senate.gov/newsroom/press-releases/lujan-welch-introduce-billto-require-online-platforms-receive-consumers-consent-before-using-their-personal-data-to-train-ai-models/

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Starting in mid-December, 2024, a series of attacks have targeted Chrome browser extensions. A data protection company called Cyberhaven, California, fell victim to one of these attacks. Though identified in the U.S., the geographical extent and potential of the attack are yet to be determined. Assessment of these cases can help us to be better prepared for such instances if they occur in the near future. 

The Attack

Browser extensions are small software applications that add and enable functionality or a capacity (feature) to a web browser. These are written in CSS, HTML, or JavaScript and like other software, can be coded to deliver malware. Also known as plug-ins, they have access to their own set of Application Programming Interface (APIs). They can also be used to remove unwanted elements as per customisation, such as pop-up advertisements and auto-play videos, when one lands on a website. Some examples of browser extensions include Ad-blockers (for blocking ads and content filtering) and StayFocusd (which limits the time of the users on a particular website).

In the aforementioned attack, the publisher of the browser at Cyberhaven received a phishing mail from an attacker posing to be from the Google Chrome Web Store Developer Support. It mentioned that their browser policies were not compatible and encouraged the user to click on the “Go to Policy”action item,  which led the user to a page that enabled permissions for a malicious OAuth called Privacy Policy Extension (Open Authorisation is an adopted standard that is used to authorise secure access for temporary tokens). Once the permission was granted, the attacker was able to inject malicious code into the target’s Chrome browser extension and steal user access tokens and session cookies. Further investigation revealed that logins of certain AI and social media platforms were targeted.

CyberPeace Recommendations

As attacks of such range continue to occur, it is encouraged that companies and developers take active measures that would make their browser extensions less susceptible to such attacks. Google also has a few guidelines on how developers can safeguard their extensions from their end. These include:

1. Minimal Permissions For Extensions- It is encouraged that minimal permissions for extensions barring the required APIs and websites that it depends on are acquired as limiting extension privileges limits the surface area an attacker can exploit.
2. Prioritising Protection Of Developer Accounts- A security breach on this end could lead to compromising all users' data as this would allow attackers to mess with extensions via their malicious codes. A 2FA (2-factor authentication) by setting a security key is endorsed.
3. HTTPS over HTTP- HTTPS should be preferred over HTTP as it requires a Secure Sockets Layer (SSL)/ transport layer security(TLS) certificate from an independent certificate authority (CA). This creates an encrypted connection between the server and the web browser.

Lastly, as was done in the case of the attack at Cyberhaven, it is encouraged to promote the practice of transparency when such incidents take place to better deal with them.

References

1. https://indianexpress.com/article/technology/tech-news-technology/hackers-hijack-companies-chrome-extensions-cyberhaven-9748454/
2. https://indianexpress.com/article/technology/tech-news-technology/google-chrome-extensions-hack-safety-tips-9751656/
3. https://www.techtarget.com/whatis/definition/browser-extension
4. https://www.forbes.com/sites/daveywinder/2024/12/31/google-chrome-2fa-bypass-attack-confirmed-what-you-need-to-know/
5. https://www.cloudflare.com/learning/ssl/why-use-https/

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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