Staying ahead of today’s accelerated cybercrime trends requires adding artificial intelligence (AI) to an organisation’s network security strategy
JOHANNESBURG, South Africa, March 18, 2019/ — By Doros Hadjizenonos, Regional Director – SADC at Fortinet
As the threat landscape continues to evolve rapidly, it now includes increasingly sophisticated, zero-day malware that traditional security approaches can no longer keep pace with. As a result, security researchers estimate that the cost of cybercrime will outpace security spend by over 16X, reaching $2.1 trillion by the end of 2019. Staying ahead of today’s accelerated cybercrime trends requires adding artificial intelligence (AI) to an organisation’s network security strategy.
The rise of artificial intelligence
The goal of AI is to replicate the analytical processes of human intelligence but to enable decision making at machine speeds. The most effective AI uses a deep-learning model built around an artificial neural network (ANN). This network is comprised of hardware and software configured after the neuron patterns in the human brain. This design not only accelerates data analysis and decision making but also enables the network to adapt and evolve based on new information.
To accomplish this, an ANN goes through a machine learning (ML) training process where implanted learning models are carefully fed vast and increasingly complex amounts of information on an ongoing basis. Once the system has identified patterns and problem-solving strategies, it is then provided with new information that enables it to adjust its algorithms so that it can adapt to and identify new tactics and capabilities adopted by malware or an attack vector.
Fortinet and AI
As an early adopter of AI, Fortinet (www.Fortinet.com) began developing a self-evolving threat detection system over six years ago. This system leverages a custom-designed ANN comprised of billions of nodes, and we have been meticulously training it with new threat data every day since, giving us a significant competitive threat intelligence advantage over every other vendor in the security marketplace.
Our FortiGuard Labs team now uses this advanced AI technology to analyse files and URLs and label them as clean or malicious—at machine speeds and with a high degree of accuracy.
Training an AI
The most crucial element of any AI solution is the methodology used to train its analysis and decision-making algorithms. The ML model used to train FortiGuard AI leverages the three essential learning model strategies endorsed by the AI community:
- Supervised learning. This initial model begins the training of the AI by feeding it a vast amount of labelled data, clearly identifying the characteristics of each labelled data set, and then repeatedly applying those characteristics to unlabelled data.
- Unsupervised learning. In this next phase, the algorithm has no known solution set to follow. Instead, it recognises patterns learned in phase one that enable it to label data without human help. At this point, new data can be slowly introduced to force it to deal with data it hasn’t seen before and make new decisions.
- Reinforcement learning. The results of supervised and unsupervised learning are then “tested,” by scoring the system’s performance with unlabelled files and “rewarding” the system for good results. Training then continues to cycle between these three learning strategies on an ongoing basis.
Because of the recursive requirements of machine learning, any AI system that does not use all three of these learning models is incomplete. Each learning model helps refine results and improve accuracy.
Delivering true AI to customers
Many cybersecurity companies claim to have introduced AI capabilities into their solutions. But the reality is, most fall short of true AI because their underlying infrastructure is too small or their learning models are incomplete. Others refuse to divulge the methods that they use, which raises concerns about the reliability of their AI. Fortinet instead opts to be more transparent about its methodology so that customers know the breadth and depth of the analysis involved.
Sharing intelligence across the Security Fabric
Intelligence in isolation is useless. The more it is shared, the more effective your defensive systems can become. This is why every time a threat is identified, FortiGuard AI generates threat intelligence that automatically updates defensive signatures for every solution across the entire Fortinet Security Fabric, enabling security tools to work together to defend customers with advanced threat detection and protection solutions.
And because AI powers it, all of this happens seamlessly and behind the scenes—requiring no staff time from an organisation’s security analysts. This allows the Fortinet Security Fabric to integrate, collaborate, and automate threat detection, prevention, and remediation capabilities through sandboxing by sharing threat intelligence across each security element in real time.
Because Fortinet covers the network from end to end, we have a unique and comprehensive view that includes every component needed to protect an organisation’s ecosystem—from the data centre to multiple clouds. This approach, unique in the industry, improves operational efficiencies while dramatically mitigating risks. And because FortiGuard AI threat detection is incorporated into the Security Fabric’s centralised visibility and controls, it also enables the network security team to work proactively based on the most accurate and timely information possible.
GSMA Report Reveals The Gender Gap In Mobile Internet Use Is Shrinking, Despite The COVID-19 Pandemic
GSMA Report: An estimated 112 million more women started using mobile internet last year across low- and middle-income countries, despite the onset of COVID-19, according to the fourth annual GSMA Mobile Gender Gap Report published today.
Nevertheless, 234 million fewer women than men access mobile internet. Moreover, the underlying gender gap in mobile ownership persists and is proving difficult to close.
Affordability, lack of literacy and digital skills, and lower awareness of mobile internet are critical and common barriers for women. Structural inequalities in society and discriminative social norms also remain a challenge. Even when women have the same levels of education, income, literacy, and employment as men, they are still less likely to own a mobile phone or use mobile internet.
The report further revealed that a record number of women in South Asia now use mobile internet services, helping shrink the gender gap to 15% from 19% last year in low- and middle-income countries.
The gains in South Asia, which had the most significant gender gap in 2019 with women 50% less likely than men to use mobile internet, masked the stagnation in other regions such as Sub-Saharan Africa. Women in both regions now face a similar gender gap in mobile internet use – 37% in Sub-Saharan Africa and 36% in South Asia.
Women were more likely than men to access the internet exclusively via mobile in almost all markets surveyed. In Kenya, for example, 63% of male internet users said they only used the internet via a mobile device compared to 79% of females. This reliance by women on mobile demonstrates the disproportionate benefit of increasing their access.
“If women are to become equal citizens in a more digital, post-COVID world, closing the mobile gender gap has never been more critical,” said Mats Granryd, Director General, of the GSMA. “I urge policymakers, the private sector and the international community to take note of the important findings laid out in the Mobile Gender Gap Report because only concerted action and collaboration will enable women and their families to reap the full benefits of connectivity.”
The GSMA introduced the Connected Women Commitment Initiative in 2016 to catalyse action to close the mobile gender gap. Mobile operators continued to make commitments during 2020, with 40 mobile operators across Africa, Asia and Latin America making formal commitments to accelerate digital and financial inclusion for women since 2016. These operators have already reached more than 40 million additional women with mobile internet or mobile money services.
The GSMA’s Mobile Gender Gap Report 2021 is available at: https://www.gsma.com/r/gender-gap/
Further information on the Connected Women Commitment Initiative can be found at: https://www.gsma.com/mobilefordevelopment/connected-women/the-commitment/
OWS Capital Launches Glassie In The Middle East Region
Glassie Co-founder Neels Visser (Press Release and Images: Adlink PR)
Glassie, LA-based start-up unveiled its personalized mobile screen protectors earlier this year and instantly caught the attention of celebrities such Adriana Lima, Delilah Belle Hamlin, Presley Gerber, Winnie Harlow, and Dubai favorite Fai Khadra amongst many more.
What’s made the Glassie brand popular so quickly is its dual functionality. The protective mobile screen covers feature tempered glass screen protectors as well as a personalized message that disappears once your phone screen lights up.
OWS Capital choose Glassie as its first tech collab due to its innovative appeal. Glassie co-founder, model-turned-entrepreneur, Neels Visser’s simplistic, essential yet funky product has immediately become a must-have accessory.
“As I came up with the concept for Glassie, I wanted to find a way to introduce something new and exciting to the consumer electronics industry that has not been done before. Understanding that mobile phones are the most valuable real estate…I wanted to find a way to innovate a user’s connection and experience with their phone,” explains Visser.
Middle Eastern consumers will soon be able to get their own personalized premium glass protector screen covers for US$39.99. Michael Cardone, Director of OWS Capital said: “Personalization is the direction that most brands are going for now. This ability to create a sense of togetherness is what we at OWS Capital love most about it, as it taps into our brand mission of creating a sense of synergy between Middle Eastern and Western cultures, using unique business ventures.”
‘Your phone is your world. Your wallet will thank you’ – that’s the simple yet trendy solution Glassie is offering all its customers.
(L-R) Delilah Belle Hamlin, Elisha Herbert and Meredith Mickelson with their personalized Glassie screen protectors. (Press Release and Images: Adlink PR)
Watch this space for more cool concepts being introduced in the Middle East by OWS Capital.
AI for Good Global Summit founder Stephen Ibaraki confirmed as AI Expo Africa 2021 keynote speaker
AI for Good Global Summit founder, Stephen Ibaraki (Source: AI Expo Africa)
AI for Good Global Summit founder, Chairman of the AI for Good Outreach Committee, industry analyst, venture capitalist and serial entrepreneur Stephen Ibaraki has been confirmed as a keynote speaker for AI Expo Africa 2021 ONLINE which takes place 7th to 9th September.
Ibaraki is the first VIP keynote speaker to be confirmed for AI Expo Africa 2021 ONLINE. In his keynote address, entitled, “5th Machine Age Driving Digital Reshaping” he intends to explore the “Society 5.0” and “Smart Humanity”.
Ibaraki who is a 16 time recipient of the Microsoft Most Valuable Professional (MVP) award, most recently in the Artificial Intelligence (AI) category, is also the chairman and managing general partner of REDDS Capital. In addition to more than 300 awards and recognitions as well as over 300 global engagements impacting over $100-trillion in sustainable investments, Ibaraki is also a contributor for IT World Canada and Forbes on issues around AI.
Ibaraki’s keynote abstract states, “In popular stories about Chaos Theory, the wing beats of a butterfly in Geneva, are connected to the violent storms in your hometown in Africa. Global ecosystems, all interconnected thus force multiplied and amplified, are at an historical inflection point. These are founded on technology acceleration, with more disruption in 5 years, than the last 10,000 years. This Digital Reshaping will forever change governments, industry, academia, education, investments, startups, media, society, culture, our lives and our children’s future. What will the world look like, advanced by Smart Humanity, Society 5.0, 5th Machine Age, AI and innovation trends addressing global challenges and opportunities? What are the exponential change making innovations you must track, implement, and resources you must use to ensure success and not failure during these chaotic next five years?
Now entering it’s fourth successful year, AI Expo Africa is Africa’s largest B2B / B2G AI, RPA and 4IR smart tech trade event and conference, with the 2021 edition building to be the biggest yet with over 5000 delegates registering interest and expected to join the three-day online event.
Dr Nick Bradshaw, founder of AI Expo Africa and CEO of AI Media Group commented, “It’s a real honour to welcome Stephen as one of our VIP keynote speakers. We have been working with the ITU, Geneva since 2019 around partnering with the global AI4Good movement and the Africa region and this is another great commitment towards growing collaborations around AI4Good in our region. This announcement follows the recent conclusion of the first African focused ITU AI4Good Innovation Factory Challenge that received 44 applications from 12 African countries & 5 finalists using AI-powered innovation for diverse sectors in Africa covering Fintech, Agritech, Cleantech, and Insurtech.”
Over 30 organisations have so far signed up to exhibit at the expo. These include headline event partner Intel, Darktrace, Future Tech, Automation Anywhere partner 1ai, The Embassy of Switzerland in South Africa, InstaDeep, Aizatron, IBA Group, Zindi, Versus, Comparisure, Robotiq AI Africa, ecosystem Ai, Cognizance, Inspired Testing, Atura, Amathuba AI, COGO People Analytics, Elzware, WizzPass, Fliptin, Kosa AI, Learning Machines, Social Lab, Ashanti AI, and Curacel. In all about 80 speakers will make up the speaker list at AI Expo Africa 2021 ONLINE, with more keynotes set to be announced in the coming weeks.
NGOs - SDGs1 day ago
GSMA Report Reveals The Gender Gap In Mobile Internet Use Is Shrinking, Despite The COVID-19 Pandemic
Business Home3 days ago
Business Africa Online, InnoPower and Afrigrants to Host some of the best African, USA Innovators and Investors
Investment2 days ago
Fatura secures a $3 Million pre-series A investment round