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How LLM generate output
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Once GPT-4 starts giving answers, it uses the words it has already created to make new ones. This is called the auto-regressive feature. In simple words, it uses its past words to predict the next ones.
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If an attacker has access to your credentials and manages to log into your Google Play account on a laptop (although you will receive a prompt), they can then install any app theyβd like automatically onto your smartphone.
GPT-4 is a type of LLM called an auto-regressive model which is based on the transformers model. It has been taught with loads of text like books, websites, and human feedback. Its basic job is to guess the next word in a sentence after seeing the words before it.
OpenAI's ChatGPT is a renowned chatbot that leverages the capabilities of OpenAI's GPT models. While it has employed various versions of the GPT model, GPT-4 is its most recent iteration.
The above timeline highlights major GenAI advancements from 2020 to 2023. Key developments include OpenAI's GPT-3 and DALLΒ·E series, GitHub's CoPilot for coding, and the innovative Make-A-Video series for video creation.
Large Language Models can craft poetry, answer queries, and even write code. Yet, with immense power comes inherent risks. The same prompts that enable LLMs to engage in meaningful dialogue can be manipulated with malicious intent.
Other significant models like MusicLM, CLIP, and PaLM has also emerged. These breakthroughs come from leading tech entities such as OpenAI, DeepMind, GitHub, Google, and Meta
In addition to these existing vulnerabilities, our team have found additional vulnerabilities in SMS-based 2FA. One particular attack exploits a feature provided on the Google Play Store to automatically install apps from the web to your android device.
Due to syncing services, if a hacker manages to compromise your Google login credentials on their own device, they can then install a message mirroring app directly onto your smartphone.Β Shutterstock.
So in the case of Modlishka, it will intercept communication between a genuine service and a victim and will track and record the victimsβs interactions with the service, including any login credentials they may use).
System hacking is the process of exploiting vulnerabilities in electronic systems for the purpose of gaining unauthorized access to those systems Hackers use a variety of techniques and methods to access electronic systems including phishing social engineering and paswrd guessing
SMS-based one-time codes are also shown to be compromised through readily available tools such asΒ ModlishkaΒ by leveraging a technique calledΒ reverse proxy. This facilitates communication between the victim and a service being impersonated.
So whatβs the problem with SMS?
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Major vendors such asΒ MicrosoftΒ have urged users to abandon 2FA solutions that leverage SMS and voice calls. This is because SMS is renowned for having infamously poor security, leaving it open to a host of different attacks.
But as with any good cybersecurity solution, attackers can quickly come up with ways to circumvent it. They can bypass 2FA through the one-time codes sent as an SMS to a userβs smartphone.
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Yet many critical online services in Australia still use SMS-based one-time codes, including myGov and the Big 4 banks: ANZ, Commonwealth Bank, NAB and Westpac.
For example,Β SIM swappingΒ has been demonstrated as a way to circumvent 2FA. SIM swapping involves an attacker convincing a victimsβs mobile service provider they themselves are the victim, and then requesting the victimβs phone number be switched to a device of their choice.
What is hacking?
HackingΒ refers to the unauthorised access and manipulation of mobile devices, computer systems, networks, or websites. The goal of hacking is often to stealΒ sensitive dataΒ or cause damage to the system. Hackers use a variety of techniques.
Itβs now wel known that usrnames & passwords arent enough to securely acces online services.A recent study highlighted more than 80% of all hacking-related breaches happenΒ due to compromised and weak credentials wit three billion usrname/password combinations stolen in 2016 alone
As such, the implementation of (2FA) has become a necessity. Generally, 2FA aims to provide an additional layer of security to the relatively vulnerable usrname/password system.
It works too. Figures suggest users who enabled 2FA ended up blocking aboutΒ 99.9% of automated attacks