AI-driven Autonomous Weapons in Military Strategy: Ethical and Legal Consideration

Overview:

The rapid digitization of educational institutions in India has created both opportunities and challenges. While technology has improved access to education and administrative efficiency, it has also exposed institutions to significant cyber threats. This report, published by CyberPeace, examines the types, causes, impacts, and preventive measures related to cyber risks in Indian educational institutions. It highlights global best practices, national strategies, and actionable recommendations to mitigate these threats.

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Significance of the Study:

The pandemic-induced shift to online learning, combined with limited cybersecurity budgets, has made educational institutions prime targets for cyberattacks. These threats compromise sensitive student, faculty, and institutional data, leading to operational disruptions, financial losses, and reputational damage. Globally, educational institutions face similar challenges, emphasizing the need for universal and localized responses.

Threat Faced by Education Institutions:

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Based on the insights from the CyberPeace’s report titled 'Exploring Cyber Threats and Digital Risks in Indian Educational Institutions', this concise blog provides a comprehensive overview of cybersecurity threats and risks faced by educational institutions, along with essential details to address these challenges.

🎣 Phishing: Phishing is a social engineering tactic where cyber criminals impersonate trusted sources to steal sensitive information, such as login credentials and financial details. It often involves deceptive emails or messages that lead to counterfeit websites, pressuring victims to provide information quickly. Variants include spear phishing, smishing, and vishing.

💰 Ransomware: Ransomware is malware that locks users out of their systems or data until a ransom is paid. It spreads through phishing emails, malvertising, and exploiting vulnerabilities, causing downtime, data leaks, and theft. Ransom demands can range from hundreds to hundreds of thousands of dollars.

🌐 Distributed Denial of Service (DDoS): DDoS attacks overwhelm servers, denying users access to websites and disrupting daily operations, which can hinder students and teachers from accessing learning resources or submitting assignments. These attacks are relatively easy to execute, especially against poorly protected networks, and can be carried out by amateur cybercriminals, including students or staff, seeking to cause disruptions for various reasons

🕵️ Cyber Espionage: Higher education institutions, particularly research-focused universities, are vulnerable to spyware, insider threats, and cyber espionage. Spyware is unauthorized software that collects sensitive information or damages devices. Insider threats arise from negligent or malicious individuals, such as staff or vendors, who misuse their access to steal intellectual property or cause data leaks..

🔒 Data Theft: Data theft is a major threat to educational institutions, which store valuable personal and research information. Cybercriminals may sell this data or use it for extortion, while stealing university research can provide unfair competitive advantages. These attacks can go undetected for long periods, as seen in the University of California, Berkeley breach, where hackers allegedly stole 160,000 medical records over several months.

🛠️ SQL Injection: SQL injection (SQLI) is an attack that uses malicious code to manipulate backend databases, granting unauthorized access to sensitive information like customer details. Successful SQLI attacks can result in data deletion, unauthorized viewing of user lists, or administrative access to the database.

🔍Eavesdropping attack: An eavesdropping breach, or sniffing, is a network attack where cybercriminals steal information from unsecured transmissions between devices. These attacks are hard to detect since they don't cause abnormal data activity. Attackers often use network monitors, like sniffers, to intercept data during transmission.

🤖 AI-Powered Attacks: AI enhances cyber attacks like identity theft, password cracking, and denial-of-service attacks, making them more powerful, efficient, and automated. It can be used to inflict harm, steal information, cause emotional distress, disrupt organizations, and even threaten national security by shutting down services or cutting power to entire regions

Insights from Project eKawach

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The CyberPeace Research Wing, in collaboration with SAKEC CyberPeace Center of Excellence (CCoE) and Autobot Infosec Private Limited, conducted a study simulating educational institutions' networks to gather intelligence on cyber threats. As part of the e-Kawach project, a nationwide initiative to strengthen cybersecurity, threat intelligence sensors were deployed to monitor internet traffic and analyze real-time cyber attacks from July 2023 to April 2024, revealing critical insights into the evolving cyber threat landscape.

Cyber Attack  Trends

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Between July 2023 and April 2024, the e-Kawach network recorded 217,886 cyberattacks from IP addresses worldwide, with a significant portion originating from countries including the United States, China, Germany, South Korea, Brazil, Netherlands, Russia, France, Vietnam, India, Singapore, and Hong Kong. However, attributing these attacks to specific nations or actors is complex, as threat actors often use techniques like exploiting resources from other countries, or employing VPNs and proxies to obscure their true locations, making it difficult to pinpoint the real origin of the attacks.

Brute Force Attack:

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The analysis uncovered an extensive use of automated tools in brute force attacks, with 8,337 unique usernames and 54,784 unique passwords identified. Among these, the most frequently targeted username was “root,” which accounted for over 200,000 attempts. Other commonly targeted usernames included: "admin", "test", "user", "oracle", "ubuntu", "guest", "ftpuser", "pi", "support"

Similarly, the study identified several weak passwords commonly targeted by attackers. “123456” was attempted over 3,500 times, followed by “password” with over 2,500 attempts. Other frequently targeted passwords included: "1234", "12345", "12345678", "admin", "123", "root", "test", "raspberry", "admin123", "123456789"

Insights from Threat Landscape Analysis

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Research done by the USI - CyberPeace Centre of Excellence (CCoE) and Resecurity has uncovered several breached databases belonging to public, private, and government universities in India, highlighting significant cybersecurity threats in the education sector. The research aims to identify and mitigate cybersecurity risks without harming individuals or assigning blame, based on data available at the time, which may evolve with new information. Institutions were assigned risk ratings that descend from A to F, with most falling under a D rating, indicating numerous security vulnerabilities. Institutions rated D or F are 5.4 times more likely to experience data breaches compared to those rated A or B. Immediate action is recommended to address the identified risks.

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Risk Findings :

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The risk findings for the institutions are summarized through a pie chart, highlighting factors such as data breaches, dark web activity, botnet activity, and phishing/domain squatting. Data breaches and botnet activity are significantly higher compared to dark web leakages and phishing/domain squatting. The findings show 393,518 instances of data breaches, 339,442 instances of botnet activity, 7,926 instances related to the dark web and phishing & domain activity - 6711.

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Key Indicators:  Multiple instances of data breaches containing credentials (email/passwords) in plain text.

• Botnet activity indicating network hosts compromised by malware.

• Credentials from third-party government and non-governmental websites linked to official institutional emails

• Details of software applications, drivers installed on compromised hosts.

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• Sensitive cookie data exfiltrated from various browsers.

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• IP addresses of compromised systems.
• Login credentials for different Android applications.

Below is the sample detail of one of the top educational institutions that provides the insights about the higher rate of data breaches, botnet activity, dark web activities and phishing & domain squatting. 

Risk Detection: 

It indicates the number of data breaches, network hygiene, dark web activities, botnet activities, cloud security, phishing & domain squatting, media monitoring and miscellaneous risks. In the below example, we are able to see the highest number of data breaches and botnet activities in the sample particular domain.

Risk Changes:

Risk by Categories:

Risk is categorized with factors such as high, medium and low, the risk is at high level for data breaches and botnet activities.

Challenges Faced by Educational Institutions

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Educational institutions face cyberattack risks, the challenges leading to cyberattack incidents in educational institutions are as follows:

🔒 Lack of a Security Framework: A key challenge in cybersecurity for educational institutions is the lack of a dedicated framework for higher education. Existing frameworks like ISO 27001, NIST, COBIT, and ITIL are designed for commercial organizations and are often difficult and costly to implement. Consequently, many educational institutions in India do not have a clearly defined cybersecurity framework.

🔑 Diverse User Accounts: Educational institutions manage numerous accounts for staff, students, alumni, and third-party contractors, with high user turnover. The continuous influx of new users makes maintaining account security a challenge, requiring effective systems and comprehensive security training for all users.

📚 Limited Awareness: Cybersecurity awareness among students, parents, teachers, and staff in educational institutions is limited due to the recent and rapid integration of technology. The surge in tech use, accelerated by the pandemic, has outpaced stakeholders' ability to address cybersecurity issues, leaving them unprepared to manage or train others on these challenges.

📱 Increased Use of Personal/Shared Devices: The growing reliance on unvetted personal/Shared devices for academic and administrative activities amplifies security risks.

💬 Lack of Incident Reporting: Educational institutions often neglect reporting cyber incidents, increasing vulnerability to future attacks. It is essential to report all cases, from minor to severe, to strengthen cybersecurity and institutional resilience.

Impact of Cybersecurity Attacks on Educational Institutions

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Cybersecurity attacks on educational institutions lead to learning disruptions, financial losses, and data breaches. They also harm the institution's reputation and pose security risks to students. The following are the impacts of cybersecurity attacks on educational institutions:

📚Impact on the Learning Process: A report by the US Government Accountability Office (GAO) found that cyberattacks on school districts resulted in learning losses ranging from three days to three weeks, with recovery times taking between two to nine months.

💸Financial Loss: US schools reported financial losses ranging from $50,000 to $1 million due to expenses like hardware replacement and cybersecurity upgrades, with recovery taking an average of 2 to 9 months.

🔒Data Security Breaches: Cyberattacks exposed sensitive data, including grades, social security numbers, and bullying reports. Accidental breaches were often caused by staff, accounting for 21 out of 25 cases, while intentional breaches by students, comprising 27 out of 52 cases, frequently involved tampering with grades.

⚠️Data Security Breach: Cyberattacks on schools result in breaches of personal information, including grades and social security numbers, causing emotional, physical, and financial harm. These breaches can be intentional or accidental, with a US study showing staff responsible for most accidental breaches (21 out of 25) and students primarily behind intentional breaches (27 out of 52) to change grades.

🏫Impact on Institutional Reputation: Cyberattacks damaged the reputation of educational institutions, eroding trust among students, staff, and families. Negative media coverage and scrutiny impacted staff retention, student admissions, and overall credibility.

🛡️ Impact on Student Safety: ‍‍Cyberattacks compromised student safety and privacy. For example, breaches like live-streaming school CCTV footage caused severe distress, negatively impacting students' sense of security and mental well-being.

CyberPeace Advisory:

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CyberPeace emphasizes the importance of vigilance and proactive measures to address cybersecurity risks:

1. Develop effective incident response plans: Establish a clear and structured plan to quickly identify, respond to, and recover from cyber threats. Ensure that staff are well-trained and know their roles during an attack to minimize disruption and prevent further damage.
   
   
2. Implement access controls with role-based permissions: Restrict access to sensitive information based on individual roles within the institution. This ensures that only authorized personnel can access certain data, reducing the risk of unauthorized access or data breaches.
   
   
3. Regularly update software and conduct cybersecurity training: Keep all software and systems up-to-date with the latest security patches to close vulnerabilities. Provide ongoing cybersecurity awareness training for students and staff to equip them with the knowledge to prevent attacks, such as phishing.
   
   
4. Ensure regular and secure backups of critical data: Perform regular backups of essential data and store them securely in case of cyber incidents like ransomware. This ensures that, if data is compromised, it can be restored quickly, minimizing downtime.
   
   
5. Adopt multi-factor authentication (MFA): Enforce Multi-Factor Authentication(MFA) for accessing sensitive systems or information to strengthen security. MFA adds an extra layer of protection by requiring users to verify their identity through more than one method, such as a password and a one-time code.
   
   
6. Deploy anti-malware tools: Use advanced anti-malware software to detect, block, and remove malicious programs. This helps protect institutional systems from viruses, ransomware, and other forms of malware that can compromise data security.
   
   
7. Monitor networks using intrusion detection systems (IDS): Implement IDS to monitor network traffic and detect suspicious activity. By identifying threats in real time, institutions can respond quickly to prevent breaches and minimize potential damage.
   
   
8. Conduct penetration testing: Regularly conduct penetration testing to simulate cyberattacks and assess the security of institutional networks. This proactive approach helps identify vulnerabilities before they can be exploited by actual attackers.
   
   
9. Collaborate with cybersecurity firms: Partner with cybersecurity experts to benefit from specialized knowledge and advanced security solutions. Collaboration provides access to the latest technologies, threat intelligence, and best practices to enhance the institution's overall cybersecurity posture.
   
   
10. Share best practices across institutions: Create forums for collaboration among educational institutions to exchange knowledge and strategies for cybersecurity. Sharing successful practices helps build a collective defense against common threats and improves security across the education sector.

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Conclusion: 

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The increasing cyber threats to Indian educational institutions demand immediate attention and action. With vulnerabilities like data breaches, botnet activities, and outdated infrastructure, institutions must prioritize effective cybersecurity measures. By adopting proactive strategies such as regular software updates, multi-factor authentication, and incident response plans, educational institutions can mitigate risks and safeguard sensitive data. Collaborative efforts, awareness, and investment in cybersecurity will be essential to creating a secure digital environment for academia.

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Smart Wearable devices are designed to track several activities in defined parameters and are increasingly becoming a part of everyday life. According to Markets and Markets Report, the global wearable tech market is projected to reach a staggering USD 256.4 billion by 2026. One of the main areas of use of wearable devices is health, including biomedical research, health care, personal health practices and tracking, technology development, and engineering. These wearable devices often include digital health technologies such as consumer smartwatches that monitor an individual's heart rate and step count, and other body-worn sensors like those that continuously monitor blood glucose concentration. 

Wearable devices used by the general population are getting increasingly popular. Health devices like fitness trackers and smartwatches enable continuous monitoring of personal health. Privacy is an emerging concern due to the real-time collection of sensitive data. Vulnerabilities due to unauthorised access or discrimination in case of information being revealed without consent are the primary concerns with these devices. While these concerns are present a lot of related misinformation is emerging due to the same. 

While wearable devices typically come with terms of use that outline how data is collected and used, and there are regulations in place such as EU Law GDPR, such regulations largely govern the regulatory compliances on the handling of personal data, however, the implementation and compliances by the manufacturer is a one another aspect which might present the question on privacy protection. In addition, beyond the challenge of regulatory compliance, the rise of myths and misinformation surrounding wearable tech presents a separate issue. 

Common Misconceptions About Privacy with Wearable Tech

• With the rapid development and growth of wearable technology their use has been subject to countless rumours which fuel misinformation narratives in the minds of general public. Addressing these misconceptions and privacy concerns requires targeted strategies.
• A prevalent misconception is that they are constantly spying on users. While wearable devices collect users’ data in real time, their vulnerability to unauthorised access is similar to that of a non-wearable device.  The issue is of consent when it comes to wearable technology because it gives the ability to record.  If permissions are not asked when a person is being recorded then the data is accessible to external entities.
• There is a common myth that wearable tech is surveillance tool. This is entirely a conjecture. These devices collect the user data with their prior consent and have been created to provide them with real-time information, most commonly physical health information. Since users choose the information shared, the idea of wearable tech serving as a surveillance tool is unfounded.
• Another misconception about wearable tech is that it can diagnose medical conditions. These devices collect real-time health data, such as heart rate or activity levels, they are not designed for medical diagnosis. The data collected may not always be accurate or reliable for clinical use to be interpreted by a healthcare professional. This is mainly because the makers of these devices are not held to the safety and liability standards that medical providers are.
• A prevalent misconception is that wearable tech can cure health issues, which is simply untrue. Wearable tech devices are essentially tracking the health parameters that a user sets. It in no way is a cure for any health issue that one suffers from. A user can manage their health based on the parameters they set on the device such as the number of steps that they walk, check on the heart rate and other metrics for their mental satisfaction but they are not a cure to treat diseases. Wearable tech acts as alerts, notifying users of important health metrics and encouraging proactive health management.

Addressing Privacy and Health Concerns in Wearable Tech

Wearable technology raises concerns for privacy and health due to the colossal amount of personal data collected. To address these, strong data protection measures are essential, ensuring that sensitive health information is securely stored and shared only with consent. Providing users with control over their data is one of the ways to build user trust. It includes enabling them to opt in, access, or delete the data in question. Regulators should establish clear guidelines, ensuring wearables ensure the compliances with data protection regulations like HIPPA, GDPR or DPDP Act, whichever is applicable as per the jurisdiction. Furthermore, global standards for data encryption, device security, and user privacy should be implemented to mitigate risks. Transparency in data usage and consistent updates to software security are also crucial for protecting users' privacy and health while promoting the responsible use of wearable tech.

CyberPeace Insights

• Making informed decisions about wearable tech starts with thorough research. Start by reading reviews and comparing products to assess their features, compatibility, and security standards. 
• Investigate the manufacturer’s reputation for data protection and device longevity. Understanding device capabilities is crucial. One should evaluate whether the wearable meets their needs, such as fitness tracking, health monitoring, or communication features. Consider software security and updates, and data accuracy when comparing options.  Opt for devices that offer two-factor authentication for an additional layer of security.
• Check the permissions requested by the accompanying app; only grant access to data that is necessary for the device's functionality. Always read the terms of use to understand your rights and responsibilities regarding the use of the device. Review and customize data-sharing settings for better control to prevent unauthorised access.
• Staying updated on the tech is equally important. A user should follow the advancements in wearable technology be it regular security updates, or regulatory changes that may affect privacy and usability. This ensures getting tech that aligns with user lifestyle while meeting privacy and security expectations.

Conclusion

Privacy and Misinformation are key concerns that emerge due to the use of wearable tech designed to offer benefits such as health monitoring, fitness tracking, and personal convenience. It requires a combination of informed decision-making by users and stringent regulatory oversight to overcome the issues that emerge due to misinformation about these devices. Users must ensure they understand the capabilities and limitations of their devices, from data accuracy to privacy risks. Additionally, manufacturers and regulators need to prioritise transparency, data protection, and compliance with global standards like GDPR or DPDP to build trust. As wearable tech continues to evolve, a balanced approach to innovation and privacy will be essential in fostering its responsible and beneficial use for all.

References

1. https://thehealthcaretechnologyreport.com/privacy-data-security-concerns-rise-as-healthcare-wearables-gain-popularity/ 
2. https://journals.plos.org/digitalhealth/article?id=10.1371/journal.pdig.0000104
3. https://www.marketsandmarkets.com/Market-Reports/wearable-electronics-market-983.html?gclid=Cj0KCQjwgMqSBhDCARIsAIIVN1V0sqrk6SpYSga3rcDtWcwh8npZ08L0_s4X91gh7yPAa6QmsctB-lMaAlpqEALw_wcB 
4. https://www.cambridge.org/core/journals/legal-information-management/article/health-data-on-the-go-navigating-privacy-concerns-with-wearable-technologies/05DAF11EFA807051362BB39260C4814C

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Introduction

Social media has become integral to our lives and livelihood in today’s digital world. Influencers are now strong people who shape trends, views, and consumer behaviour. Influencers have become targets for bad actors aiming to abuse their fame due to their significant internet presence. Unfortunately, account hacking has grown frequently, with significant ramifications for influencers and their followers. Furthermore, the emergence of social media platforms in recent years has opened the way for influencer culture. Influencers exert power over their followers’ ideas, lifestyle choices, and purchase decisions. Influencers and brands frequently collaborate to exploit their reach, resulting in a mutually beneficial environment. As a result, the value of influencer accounts has risen dramatically, attracting the attention of hackers trying to abuse their potential for financial gain or personal advantage.

Instances of recent attacks

Places of worship

The hackers have targeted renowned temples for fulfilling their malicious activities the recent attack happened on The Khautji Shyam Temple, a famous religious institution with enormous cultural and spiritual value for its adherents. It serves as a place of worship, community events, and numerous religious activities. However, since technology has invaded all sectors of life, the temple’s online presence has developed, giving worshippers access to information, virtual darshans (holy viewings), and interactive forums. Unfortunately, this digital growth has also rendered the shrine vulnerable to cyber threats. The hackers hacked the Facebook page twice in the month, demanded donations and hacked the cheques the devotes gave to the trust. The second event happened by posting objectional images on the page and hurting the sentiments of the devotees. The Committee of the temple has filed an FIR under various charges and is also seeking help from the cyber cell.

Social media Influencers

Influencers enjoy a vast online following worldwide, but their presence is limited to the digital space. Hence every video, photo is of importance to them. An incident took place with leading news anchor and reporter Barkha Dutt, where in her youtube channel was hacked into, and all the posts made from the channel were deleted. The hackers also replaced the channel’s logo with Tesla and were streaming a live video on the channel featuring Elon Musk. A similar incident was reported by influencer Tanmay Bhatt, who also lost all the content e had posted on his channel. The hackers use the following methods to con social media influencers:

• Social engineering
• Phishing
• Brute Force Attacks

Such attacks on influencers can cause harm to their reputation, can also cause financial loss, and even lose the trust of the viewers or the followers who follow them, thus further impacting the collaborations.

Safeguards

Social media influencers need to be very careful about their cyber security as their prominent presence is in the online world. The influencers from different platforms should practice the following safeguards to protect themselves and their content better online

Secure your accounts

Protecting your accounts with passphrases or strong passwords is the first step. The best strategy for doing this is to create a passphrase, a phrase only you know. We advise choosing a passphrase with at least four words and 15 characters.

To further secure your accounts, you must enable multi-factor authentication in the second step.

To access your account, a hacker must guess your password and provide a second authentication factor (such as a face scan or fingerprint) that matches yours.

Be careful about who has access

Many social media influencers collaborate with a team to help generate and post content while building their personal brands.

This entails using team members who can write and produce material that influencers can share themselves, according to some of them. In these situations, the influencer is the only person who still has access to the account.

There are more potential weak spots when more people have access. Additionally, it increases the number of ways a password or account access could fall into the hands of a cybercriminal. Only some staff members will be as cautious about password security as you may be.

Stay up-to-date on the threats

What’s the most significant way to combat threats to computer security? Information.

Cybercriminals constantly adapt their methods. It’s crucial to stay informed about these threats and how they can be utilised against you.

But it’s not just threats. Social media platforms and other service providers are likewise changing their offerings to avoid these challenges.

Educate yourself to protect yourself. You can keep one step ahead of the hazards that cybercriminals offer by continuously educating yourself.

Preach cybersecurity

As influencers, cyber security should be preached, no matter your agenda.

This will also enable users to inculcate best practices for digital hygiene.

This will also boost the reporting numbers and increase population awareness, thus eradicating such bad actors from our cyberspace.

Acknowledge the risks

Keeping a blind eye will always hurt the safety aspects, as ignorance always causes issues.

Risks should be kept in mind while creating the digital routine and netiquette

Always inform your users of risk existing and potential risks

Monitor threats

After the acknowledgement, it is essential to monitor threats.

Active lookout for threats will allow you to understand the modus Operandi and the vulnerabilities to avoid criminals

Threats monitoring is also a basic netizens’ responsibility to ensure that the threats are reported as they emerge.

Interpret the data

All cyber nodal agencies release data and trends of cybercrimes, understand the trends and protect your vulnerabilities.

Data interpretation can lead to an early flagging of threats and issues, thus protecting the cyber ecosystem by and large.

Create risk profiles

All influencers should create risk profiles and backup profiles.

This will also help protect one’s data as it can be stored on different profiles.

Risk profiles and having a private profile are essential to safeguard the basic cyber interests of an influencer.

Conclusion

As we go deeper into the digital age, we see more technologies emerging, but along with them, we see a new generation of cyber threats and challenges. The physical, as well as the cyberspace, is now inter twinned and interdependent. Practising basic cyber security practices, hygiene, netiquette, and monitoring best practices will go a long way in protecting the online interests of the Influencers and will impact their followers to engage in best practices thus safeguarding the cyber ecosystem at large.