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How to Make ChatGPT a Cybersecurity Co-Pilot – Sophos

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Sophos, a global leader in innovating and delivering cybersecurity as a service, has on Monday released new research on how the cybersecurity industry can leverage GPT-3, the language model behind the now well-known ChatGPT framework, as a co-pilot to help defeat attackers.

The latest report, “Applying AI Language Processing to Cyber Defenses,” details projects developed by Sophos X-Ops using GPT-3’s large language models to simplify the search for malicious activity in datasets from security software, more accurately filter spam, and speed up analysis of “living off the land” binary (LOLBin) attacks.

“Since OpenAI unveiled ChatGPT back in November, the security community has largely focused on the potential risks this new technology could bring. Can the AI help wannabee attackers write malware or help cybercriminals write much more convincing phishing emails? Perhaps, but, at Sophos, we’ve long seen AI as an ally rather than an enemy for defenders, making it a cornerstone technology for Sophos, and GPT-3 is no different.

“The security community should be paying attention not just to the potential risks, but the potential opportunities GPT-3 brings,” said Sean Gallagher, principal threat researcher, Sophos.

Sophos X-Ops researchers, including SophosAI Principal Data Scientist Younghoo Lee, have been working on three prototype projects that demonstrate the potential of GPT-3 as an assistant to cybersecurity defenders. All three use a technique called “few-shot learning” to train the AI model with just a few data samples, reducing the need to collect a large volume of pre-classified data.

The first application Sophos tested with the few-shot learning method was a natural language query interface for sifting through malicious activity in security software telemetry; specifically, Sophos tested the model against its endpoint detection and response product.

With this interface, defenders can filter through the telemetry with basic English commands, removing the need for defenders to understand SQL or a database’s underlying structure.

Next, Sophos tested a new spam filter using ChatGPT and found that, when compared to other machine learning models for spam filtering, the filter using GPT-3 was significantly more accurate.

Finally, Sophos researchers were able to create a program to simplify the process for reverse-engineering the command lines of LOLBins. Such reverse-engineering is notoriously difficult, but also critical for understanding LOLBins’ behavior—and putting a stop to those types of attacks in the future.

“One of the growing concerns within security operation centers is the sheer amount of ‘noise’ coming in. There are just too many notifications and detections to sort through, and many companies are dealing with limited resources. We’ve proved that, with something like GPT-3, we can simplify certain labor-intensive processes and give back valuable time to defenders.

“We are already working on incorporating some of the prototypes above into our products, and we’ve made the results of our efforts available on our GitHub for those interested in testing GPT-3 in their own analysis environments. In the future, we believe that GPT-3 may very well become a standard co-pilot for security experts,” said Gallagher.


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Ugo Onwuaso is an ICT enthusiast. He believes technology should be used for general good. He holds a Master of Public Administration (MPA) degree from the Lagos state University. Dear Reader, Your support matters. But we believe that technology makes life more exciting and helps improve the lives of people around Nigeria and indeed the world. That is why, we have devoted our energy to independent reportage of technology and finance and how they affect lives. Our incisive and analytical view of how technology news affects the daily life help individuals and organizations make up their minds. Quality journalism costs money. Today, we're asking that you support us to do more. Kindly support our effort to deliver technology and finance journalism to everyone in the world. Donate as little as N1,000. Bank transfers can be made to: UBA Plc 1017156876 Communication Week Media Ltd

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Sterling One Foundation Partners UNIDO, Others to Launch ESG Series

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The Sterling One Foundation, a non-profit organization dedicated to sustainable development and empowering professionals to drive social impact across Africa, has partnered with Price Waterhouse Coopers Nigeria, UNIDO-Investment Technology Promotion Office, Nigeria, Lagos Business School Sustainability Center, Sterling Bank, NGX Group, the Nigeria Employers Consultative Association and the Lagos Chamber of Commerce & Industry to unveil  the first edition of its Environmental, Social, and Governance (ESG) Series.

The partnership aims to support professionals in understanding, implementing, and reporting sustainability progress, in alignment with global standards.

According to a signed statement by the Foundation, the ESG Series was birthed following a workshop held at the 2023 edition of the Africa Social Impact Summit (ASIS) where it was discovered that there was a significant knowledge gap on the subject within the African development ecosystem as well as the private sector.

They commended all the excellent partners who have made the series possible noting that their commitment will strengthen professionals’ competencies in integrating ESG principles into organizational frameworks, and drive positive change while advancing the adoption of ESG principles and increased investment into the economy from local and global investors.

Over the years, Environmental, Social, and Governance (ESG) considerations have evolved from optional to essential for organizations, making the significance of incorporating ESG principles into business plans to enhance sustainability and corporate responsibility, for organizations an increased priority. Statistics indicate that ESG-focused institutional investments are projected to reach $33.9 trillion by 2026.

Through this series, the Foundation said it aims to demystify ESG concepts among the private, public, and development sectors in Nigeria and Africa while highlighting their tangible business benefits, to equip professionals with the knowledge and tools necessary for successful ESG integration in their organizations.

The one-day virtual event gives insight through in-depth sessions featuring thought leaders from private sector impact makers, development partners, international non-governmental organizations, and government agencies.


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Uche Ikejimba Secures Sixth Consecutive AMVCA Nomination With Best Unscripted M-Net Original Nod

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Uche Ikejimba, Award-winning producer, has secured her sixth consecutive Africa Magic Viewers Choice Award nod. The organizers made the nomination announcements on Sunday, March 24, 2024, across all Africa Magic channels. It saw Ikejimba clinch a nom in the ‘Best Unscripted M-Net Original’ category for What Will People Say.

In 2022, Ikejimba received two nominations for ‘Best Africa Magic Original Drama Series’ for Unmarried and Dilemma. She secured two other nominations in 2023 in ‘Best Unscripted Original’ for Come Play Naija and ‘Best Original Drama Series’ category for Unmarried.

Speaking about her latest nomination, Ikejimba said, “I’m very humbled and beyond grateful to be receiving my sixth consecutive AMVCA nomination. Anyone who knows me will acknowledge that I often put my blood, sweat and tears into the shows I produce. After Truth won its nomination in 2020, I’ve been holding on patiently for a second win and I hope this is the year. So, here’s my hearty congratulations to my fellow nominees and a huge thank you to the AMVCAs organisers for honoring me.”

Ikejimba is one of Africa’s most-sought after serial producers, and has earned herself the title, ‘Reality TV Series Savant’, with work on 100% Naija, Vodafone Icons, Naija Sings, Calabar Festival Diaries, Big Brother Reunion, Shoot Your Shot, What Will People Say, Come Play Naija, and the more recently airing Husband Material and Overall Best.

She came into the world of Television production as an associate producer on Moments with Mo, the first and only syndicated daily talk show in Africa at the time. However, she has also proven that her talents go beyond producing reality shows or unscripted serials, and she can run with the best in producing original drama series.

In 2016, she landed her first commissioned project with Africa Magic titled Hustle. The series about a young man’s first time in Lagos became an instant hit and ran for three seasons, with 360 episodes. She created, wrote and produced Blink’s original 26-episode drama series titled Truth. The show won an AMVCA for ‘Best TV Series’ in 2020. That same year, she produced and wrote the hit series, Unmarried. The show ran for four seasons and ended on a high.

Off the success of these drama series, she produced Africa Magic’s Dilemma, a 260-episode telenovela. She produced Shallow and the recent Africa Magic fanfavourite original, Manfriend. The show follows the women of the King family and their dysfunctional relationship with the men in their lives. She also produced Showmax’s first original law limited series, AGU in 2023. Her first feature length film, Phantom is a co-production and is also nominated for several awards such as the Toronto International Nollywood Film Festival (TINFF).

Uche Ikejimba has beaten many odds to become a producer and remained steadfast in her commitment to producing the best shows Africa has ever seen. As the continent prepares for the milestone 10th AMVCA, the Reality TV Series Savant and producer extraordinaire is content to celebrate her sixth consecutive nomination. Find out if she clinches her second AMVCA win when the awards air live across all Africa Magic channels on May 11, 2024.


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Banks Close 2m Accounts over BVN, NIN, Others

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Commercial banks in Nigeria closed 2.021 million bank accounts in the first quarter of 2024, Q1’24, to clean their books of questionable accounts and comply with regulatory orders on the linkage of bank accounts to the National Identity Number (NIN).

Banks Close 2m Accounts over BVN, NIN, Others

This is contained in a report by the Nigerian Interbank Settlement System (NIBSS), which also indicated that the number of inactive bank accounts grew month-on-month, MoM, by four million or 2.0 per cent to 19.7 million in March 2024 from 19.3 million in the previous month, February.

A bank account is classified inactive when it records zero transactions including deposits, withdrawals, transfers or point-of-sale transactions for six months.

However, details of the “Industry Bank Account Database”, a monthly data reported by banks, and compiled by the Nigerian Interbank Settlement System, NIBSS, also indicated that the number of active bank accounts grew by 6.62 million or 3.0 per cent to 219.64 million from 213.02 million in February.

Recall that in December 2023, the CBN issued a directive to all commercial banks in the country to restrict tier-1 accounts without proper Biometric Verification Number (BVN), and National Identity Number, NIN, that are not linked by Thursday, March 1st, 2024.

According to NIBSS data on BVN enrollment count, 61.6 million Nigerians have BVN as of April 2024.

 

Credit: Vanguard

 

 


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