Roadmap for Answer Writing 1. Introduction Definition: Define cybersecurity and its importance in protecting information systems from threats. Context: Highlight the necessity of a comprehensive National Cyber Security Strategy in light of India’s digital transformation. 2. Elements of Cybersecurity A. Network Security Description: Protects network infrastructure ...
Advanced Persistent Threats (APTs) are cyber threats that often target specific organizations or industries. Some AI-driven solutions are: Behavioral Analytics AI uses machine learning to model the behavior of users and entities and detect anomalies, such as unusual login times. The compromised endpRead more
Advanced Persistent Threats (APTs) are cyber threats that often target specific organizations or industries. Some AI-driven solutions are:
- Behavioral Analytics
AI uses machine learning to model the behavior of users and entities and detect anomalies, such as unusual login times. The compromised endpoints are isolated and malicious files are removed. Also, it monitors the network traffic for unexpected data theft.
- Threat Intelligence Platforms aggregate data to identify emerging threats from the below security feeds.
- Security Vendors /cybersecurity companies offer feeds on newly discovered malware, etc.
- Publicly available information from forums, social media, etc. provides emerging attacker techniques.
- Monitoring dark web forums for chatter about potential attacks, etc.
- ML Models for Malware Detection and SIEM
AI models, such as deep learning and reinforcement learning, can identify polymorphic malware, which changes its code to avoid detection.
Security Information and Event Management (SIEM) identify complex attack patterns and automate incident response.
- AI creates deception environments that adapt to attackers’ tactics and provide improved defenses.
- Natural Language Processing (NLP) analyzes communication channels (emails, chat) to control suspicious language patterns.
For maximum effectiveness, these AI-driven solutions should be integrated into a comprehensive security strategy.
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Model Answer Introduction Cybersecurity is essential for safeguarding information systems against threats, damages, and disruptions. As India enhances its digital capabilities, the establishment of a comprehensive National Cyber Security Strategy becomes imperative. Elements of Cybersecurity A. NetwRead more
Model Answer
Introduction
Cybersecurity is essential for safeguarding information systems against threats, damages, and disruptions. As India enhances its digital capabilities, the establishment of a comprehensive National Cyber Security Strategy becomes imperative.
Elements of Cybersecurity
A. Network Security
Protects network infrastructure from unauthorized access and misuse, ensuring the integrity of data transmitted over networks.
B. Application Security
Ensures that software and devices are free from threats through regular updates and security patches, minimizing vulnerabilities.
C. Information Security
Preserves the confidentiality, integrity, and availability of information, actively combating data breaches and unauthorized data access.
D. Operational Security
Involves processes and decisions for handling and protecting data assets, ensuring that sensitive information is adequately safeguarded.
E. Disaster Recovery
Plans for responding to information security incidents, enabling the restoration of data integrity and system functionality after breaches.
Cybersecurity Challenges in India
A. Increasing Cyber Threats
The surge in internet usage has led to a rise in cyberattacks targeting individuals, businesses, and government infrastructures.
B. Infrastructure Vulnerabilities
Critical infrastructure security is compromised by outdated systems and insufficient security measures.
India’s National Cyber Security Strategy
A. Extent
India’s Cyber Security Strategy aims to tackle cyber threats, enhance digital infrastructure security, and promote international cooperation and cyber hygiene education.
B. Achievements
C. Limitations
Conclusion
India has made significant strides in establishing a robust cybersecurity framework. Nevertheless, continuous adaptation, technological advancements, and stronger collaborations are essential to address the evolving nature of cyber threats and protect the nation’s digital landscape.
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