Zero-Click Attacks: Quantum Risks and the Future of Cybersecurity
- Sai Sravan Cherukuri
- Oct 2
- 6 min read

Zero-Click Attacks: Quantum Risks and the Future of Cybersecurity
Imagine this: you wake up to a notification saying, "You've been hacked." You check your device, puzzled, because you hadn't clicked on anything suspicious or downloaded any files. Yet, here you are, the victim of a cyberattack. Welcome to the world of zero-click attacks, an invisible menace lurking in the background. No clicks, no downloads, no action from you, and yet your device is compromised. In this blog, we'll dive into how these attacks work, how AI can make them even more dangerous, and what practical steps you can take to defend yourself in this increasingly digital world, especially as we venture into the age of quantum computing and the evolution of Post-Quantum Cryptography (PQC) algorithms.
What is a Zero-Click Attack?
A zero-click attack is a type of cyberattack where the victim does not need to take any action for the attack to succeed. Unlike traditional attacks that require you to open a link or download a file, zero-click attacks can exploit vulnerabilities in software or systems without any user interaction.
For example, one of the earliest and most widely known zero-click attacks was Stagefright, discovered in 2015. This attack targeted Android phones, exploiting a vulnerability in the Multimedia Messaging Service (MMS) system. Hackers could send a malicious text message with a video or picture. When the message was received, the device was compromised, and the hacker could run malicious code on the device without the user ever clicking on anything.
Another infamous example was the Pegasus spyware. This software enabled hackers to gain full control of a victim's phone, including the ability to monitor calls, messages, and emails, as well as activate the microphone and camera. The worst part? The victim didn't need to open anything or even respond to a call; the spyware would infiltrate the device just by receiving a call on WhatsApp or iMessage.
These examples demonstrate that zero-click attacks don't always involve traditional signs of malicious activity, such as emails or pop-ups. They can be more covert, making them harder to detect and defend against.
How Does AI Amplify the Risk of Zero-Click Attacks?
Now, add Artificial Intelligence (AI) into the mix. AI has been a game-changer in many fields, enabling automation, informed decision-making, and enhanced productivity. However, AI also presents new challenges in terms of cybersecurity. While AI agents and automated tools powered by large language models can help businesses streamline tasks like summarizing emails or scheduling meetings, they can also become a vector for sophisticated zero-click attacks.
AI agents can autonomously interact with various systems, process sensitive data, and even execute tasks without direct human intervention. But when misused or improperly secured, these AI agents become a risk amplifier. They can magnify vulnerabilities, turning relatively simple flaws into massive security threats.
Take the example of EchoLeak, a vulnerability demonstrated by security researchers. In this scenario, an attacker crafts an email with a hidden, invisible prompt that instructs an AI agent to extract sensitive information such as passwords, account numbers, and internal notes without the user's knowledge or interaction. AI automatically processes the email, and sensitive data is exfiltrated without any human intervention.
The problem? Even though the AI was performing the task as intended, summarizing an email or document, it was tricked into doing something malicious due to a vulnerability in the system. This is what we refer to as prompt injection, and it can lead to data breaches, financial losses, and other adverse consequences.

Quantum Computing: The Next Frontier for Zero-Click Attacks
As we enter the era of quantum computing, the cybersecurity landscape is undergoing rapid change. Quantum computers have the potential to break traditional encryption methods, which have long been the backbone of securing data. To counteract this, the development of Post-Quantum Cryptography (PQC) algorithms is underway, designed to withstand the power of quantum machines.
But with these advancements comes a new challenge. As we upgrade our systems to be "quantum-safe," there's a real risk that zero-click attacks will also evolve. Hackers could use quantum computing to crack cryptographic systems or exploit vulnerabilities faster than ever before, making it even harder to defend against zero-click threats.
PQC algorithms are essential for the security of our systems in a post-quantum world. But as we integrate these quantum-resistant algorithms, we must ensure that they are secure from the very vulnerabilities that zero-click attacks exploit. Imagine a future where quantum-enhanced AI could trigger an attack by exploiting a flaw in the PQC algorithms. This is why safeguarding against zero-click attacks becomes even more critical as we approach the next generation of computing.

How to Protect Yourself from Zero-Click and AI-Enhanced Attacks
Now that we know how dangerous zero-click attacks and AI-enhanced risks can be, let's dive into practical steps you can take to safeguard yourself and your devices.
1. Update Your Software Regularly
The most crucial step in defending against zero-click attacks is ensuring that your software is always up to date. Software developers frequently release patches to fix known vulnerabilities, and if you don't apply these updates, you leave your system open to exploitation. Set your software to update automatically if possible, or regularly check for updates manually.
2. Limit the Capabilities of AI Agents
AI agents can be incredibly powerful, but they can also introduce significant risks if left unchecked. You can minimize the impact of zero-click attacks by ensuring that AI tools and agents on your system have limited capabilities. They should only be able to access and perform absolutely necessary tasks.
This principle is known as the principle of least privilege, which gives AI agents the minimum access they need to do their job and no more. For instance, if an AI agent's task is to summarize emails, it should not be given access to sensitive financial data or personal messages.
3. Implement Access Controls for AI Systems
Another important step is to implement strong access controls for all AI systems on your network. Each AI agent should have its own identity and permissions, ensuring that it can only interact with specific systems and resources that are authorized for it. By controlling the level of access AI agents have, you can prevent them from causing damage if they fall into the wrong hands.
4. Use AI Firewalls
Consider setting up an AI firewall. This isn't the same as a traditional network firewall; an AI firewall specifically inspects the content that AI systems are processing. It checks for bad URLs, harmful code injections, and prompt injections before they can compromise your system. If malicious content is detected, the firewall can block it from reaching the AI system, preventing the attack from happening.
5. Conduct Regular Penetration Testing
Penetration testing, also known as ethical hacking, is a proactive approach to identifying vulnerabilities in your systems. By simulating real-world attacks, penetration testers can identify flaws in your AI systems or other software before malicious actors do. Regular penetration testing is essential to identifying potential zero-click vulnerabilities and fixing them before they can be exploited.

6. Adopt a Zero Trust Approach
Zero Trust means assuming that no one, not even those inside your network, can be trusted. Every action should be verified, and access to systems should be granted only after proper authentication has been completed. If something suspicious occurs, the system should automatically block or require additional verification to ensure that the threat is neutralized before any damage can occur.
Incorporating a Zero Trust model into your cybersecurity strategy ensures that even if an attacker does gain access to your system, they won't be able to move around freely and cause widespread damage.
7. Monitor and Audit AI Systems
AI systems are constantly evolving, so it's essential to monitor and audit their activity continuously. Track what the AI is doing, where it's accessing information from, and whether any unexpected actions are being taken. Regular audits can help you identify potential issues and take corrective action before they escalate into a full-blown attack.
Taking everything into account:
Zero-click attacks are a growing threat in today's interconnected world, and AI has the potential to both amplify these risks and provide new avenues for attackers to exploit. With the advent of quantum computing and the integration of Post-Quantum Cryptography algorithms, safeguarding against zero-click attacks has never been more critical. However, by following practical cybersecurity best practices such as keeping your software up to date, limiting AI agent capabilities, and adopting a Zero Trust model, you can protect yourself and your systems from these dangerous attacks.
The key takeaway is always to assume that anything that interacts with an AI system, whether text, code, or even URLs, can be malicious. Be vigilant about your inputs and outputs, and ensure your AI tools are properly secured to avoid falling victim to zero-click attacks. Stay safe and proactive, and you can dramatically reduce your risk in this increasingly complex digital landscape.








