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How do cyber operations from groups in Iran and Vietnam compare in tactics and targets?
While both Iranian and Vietnamese cyber groups engage in state-sponsored cyber operations, their primary motivations, geopolitical contexts, and consequently, their tactics and targets, differ significantly.

Iranian Cyber Groups (e.g., APT33/Elfin, APT34/OilRig, APT35/Charming Kitten, MuddyWater)
Main Motives:
Iran's cyber activities are strongly driven by its geopolitical aspirations, regional rivalries (especially with Saudi Arabia and Israel), and desire to counter international sanctions. Their motivations include:

Espionage: Gathering intelligence on political, military, and economic developments, particularly in the Middle East, U.S., Europe, and Israel.

Disruption and Retaliation: Disrupting critical infrastructure, especially against perceived adversaries (e.g., in response to sanctions or political actions). They are willing to engage in destructive attacks.

Influence Operations: Spreading propaganda, manipulating public opinion, and sowing discord in rival nations.

Intellectual Property Theft (Secondary): While they do engage in this, it's often more opportunistic or tied to specific military/dual-use technologies rather than broad economic development.

Internal Control: Surveillance and repression of dissidents, both domestically and abroad.

Tactics:
Iranian groups often leverage a blend of technical sophistication and social engineering.

Aggressive Spear-Phishing & Social Engineering: Highly sophisticated and persistent phishing campaigns are a hallmark. They often impersonate legitimate entities (journalists, academics, government officials, recruiters) to build trust and trick targets into revealing credentials or downloading malware. They're known for using compromised accounts for further phishing.

Exploitation of Known Vulnerabilities: They are quick to exploit newly disclosed vulnerabilities (N-days) in widely used software and internet-facing systems (VPNs, firewalls, Exchange servers) to gain initial access.

Living Off The Land (LotL) & OSINT: They frequently use legitimate system tools (PowerShell, RDP, Mimikatz) and open-source intelligence (OSINT) to evade detection and understand victim networks.

Web Shells & Backdoors: Deployment of web shells for persistent access and custom backdoors.

Destructive Malware/Wipers: Iranian groups have a history of deploying destructive malware (e.g., Shamoon, ZeroCleare) to wipe data and disable systems, particularly against targets in the energy and industrial sectors.

Hybrid Operations: Increasingly, they combine hacking and data theft with information operations, leaking stolen data online, and using social media for amplification and harassment.

Ransomware (Collaborative/Opportunistic): While not their primary goal like North Korea, some Iranian groups have been observed collaborating with cybercriminal ransomware affiliates or directly deploying ransomware for financial gain or disruption.

Targets:
Middle East Region: Heavily focused on Gulf Cooperation Council (GCC) countries (especially Saudi Arabia, UAE), Israel, and other regional rivals.

Government & Military: Foreign ministries, defense contractors, intelligence agencies, and government officials, particularly those involved in nuclear policy, sanctions, or regional security.

Energy Sector (Oil & Gas): A long-standing target for both espionage and potential disruption, reflecting Iran's strategic interests.

Critical Infrastructure (OT/ICS): Increasing focus on industrial control systems and operational technology, potentially for pre-positioning or disruptive attacks.

Telecommunications & Financial Services: For intelligence gathering and network access.

Journalists, Academics, Dissidents, Human Rights Activists: Both within Iran and among the diaspora, for surveillance and repression.

Vietnamese Cyber Groups (e.g., APT32/OceanLotus, APT30/Naikon)
Main Motives:
Vietnamese cyber operations are strongly linked to national economic development, protecting sovereignty claims (especially in the South China Sea), and maintaining political stability.

Economic Espionage: Stealing intellectual property, trade secrets, and competitive intelligence to support Vietnamese industries and accelerate economic growth. This is a very significant motivation.

Political Espionage: Gathering intelligence on foreign governments, political organizations, and diplomats relevant to Vietnam's geopolitical interests, particularly concerning regional rivals and partners.

Surveillance and Monitoring: Tracking and monitoring political dissidents, journalists, NGOs, and foreign entities perceived as a threat to the ruling party or national stability.

South China Sea Disputes: Gaining intelligence on rival claimants and international actors involved in the South China Sea disputes.

Tactics:
Vietnamese groups often demonstrate high levels of sophistication and persistence, with a focus on long-term access and stealth.

Sophisticated Spear-Phishing: Highly customized and contextualized spear-phishing emails, often impersonating trusted contacts or organizations, are a primary initial access vector.

Watering Hole Attacks: Compromising websites frequented by specific targets and implanting malware to infect visitors.

Custom Malware and Backdoors: Development and use of sophisticated custom malware (Remote Access Trojans, info-stealers) designed for covert data exfiltration and persistent access.

Exploitation of Zero-Day and N-Day Vulnerabilities: While less frequent than Iranian groups' aggressive N-day exploitation, they are capable of exploiting zero-days.

Supply Chain Attacks: There have been instances where Vietnamese groups have targeted software or hardware vendors to compromise their clients downstream.

Leveraging Cloud Services: Using legitimate cloud services for command and control (C2) or data exfiltration to blend in with normal network traffic.

Evasion Techniques: Employing various techniques to avoid detection by security software, including code obfuscation and anti-analysis checks.

Targets:
Southeast Asian Governments: Particularly those involved in the South China Sea disputes, for political intelligence.

Foreign Businesses & Multinational Corporations: Across various sectors (e.g., automotive, media, hospitality, manufacturing, technology, healthcare, e-commerce) for economic espionage and IP theft.

Political Dissidents & Human Rights Activists: Both domestic and international, for surveillance and control.

Journalists and NGOs: Especially those reporting on Vietnam or human rights issues.

Critical Infrastructure (Limited Public Reporting): While less publicly highlighted than Iranian or Chinese groups, there have been some reports of Vietnamese groups targeting critical infrastructure, but often for intelligence gathering rather than overt disruption.

Comparison Summary:
Feature- Iranian Cyber Groups----
Primary Motive- Geopolitical influence, regional rivalries, countering sanctions, disruption, espionage, retaliation.
Willingness for Disruption- High – known for destructive attacks/wipers.
Key Regions of Focus- Middle East (GCC, Israel), U.S., Europe.
Tactics Emphasis- Aggressive spear-phishing, N-day exploitation, LotL, web shells, destructive malware, information operations.
Financial Crime- Opportunistic ransomware or collaboration with criminals.

Vietnamese Cyber Groups-
Primary Motive-
Economic development (IP theft), political espionage (Sovereignty, South China Sea), internal control.
Willingness for Disruption-
Lower – focus on stealth, long-term access, and data exfiltration, less on overt disruption.
Key Regions of Focus-
Southeast Asia (ASEAN), U.S. (related to economic/political ties).
Tactics Emphasis-
Sophisticated spear-phishing, custom malware, watering holes, supply chain (less common), long-term stealth, cloud usage.
Financial Crime-Less prominent, but some engagement in cybercrime for revenue.

Export to Sheets-
In essence, Iranian groups are more overt and willing to engage in destructive actions driven by immediate geopolitical tensions, while Vietnamese groups are generally more focused on stealthy, long-term espionage and IP theft to support national development and strategic interests in their region.

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What if your app could predict what users want, before they even type in a search? That’s the power of AI recommendations. Do you want to know how to implement AI-powered product recommendations in your Amazon clone? Here are some steps. Let's dive in.
What is AI-Powered Recommendation?
An artificially intelligent system that makes real-time product recommendations to consumers based on their interests, behaviour, and previous purchases is known as an AI-powered recommendation system in e-commerce. AI customises the shopping experience to boost sales, engagement, and customer satisfaction rather than displaying the same product list to every user.
Types of recommendation strategies:
1. Collaborative Filtering
Collaborative Filtering is a recommendation strategy that recommends products based on user activity and preferences rather than product information in an Amazon-like app.

User-based collaborative filtering detects folks who share similar interests. If a user likes a product, it will be recommended to another person who shares their interests.

Item-based collaborative filtering: This type of filtering shows recommendations based on similarities. For example, it recommends a phone case to the people who purchased New phones.

2. Content-based Filtering:
Content-based filtering recommends products based on the traits or features that the customer has previously purchased. For example, if you frequently buy or see bags, the algorithm would suggest alternatives or products with comparable characteristics such as brand, style, price range, or material.
3. Hybrid Filtering:
Hybrid filtering blends collaborative filtering, which proposes products based on the preferences of other users, with content-based filtering, which recommends items similar to those a user has previously liked. This strategy takes advantage of both methods' strengths while correcting their faults, yielding more accurate and personalised recommendations.
4. Trending and popular items:
In an Amazon clone website, Trending or Popular Items recommendations highlight things that are currently best-sellers, most viewed, or highly rated throughout the platform or within a category. Helping consumers find popular, in-demand items while increasing interaction and revenue.
5. Personalized rankings:
Personalized rankings reorder the search results or other lists of items based on users' preferences and behaviour. Instead of showing the same products to every user, it improves the user experience and increases the platform engagement.
Implementing AI-powered recommendations in an Amazon clone app:
Implement AI-powered suggestions in your Amazon clone. You should concentrate on collecting data, selecting the best AI solution, and optimising recommendations.
1. Data Collection and analysis:
Collect vast data: Gather the users' purchase history, product preferences, browsing habits, and product interactions such as clicks, add to cart, and reviews. Collecting these diverse data points provides a detailed picture of each customer's interests and habits.

2. Choosing the Right AI Solution:
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Ensure data privacy: When developing AI-powered product suggestions, you must protect the privacy and security of user data. Encryption, secure servers, and access controls can all help to protect user data from unauthorised access. This is especially important when dealing with sensitive information such as purchasing history, behaviour, or personal details.

Consider Your Needs: Before deciding on an AI recommendation, you should first understand your business goals, budget, and technical resources.

Investigate diverse AI models: There are several recommendation models, each with a unique function. There are three types of filtering: collaborative, content-based, and hybrid.

Look for user-friendly options: If you're not ready to start from scratch with an Amazon clone website, look for choices that are easy to use. Many e-commerce platforms have built-in AI recommendation algorithms or third-party applications.
3. Implementing and optimizing recommendations:

Integrate cross-platform: Ensure that your recommendations are consistent and personalised across all platforms, including the website, email marketing, mobile app, and even customer support chat. This will improve the user experience and maintain personalisation seamlessly.

Use various formats: Use several recommendation styles, such as pop-ups and inline sections, to keep shoppers' attention at different phases of their purchasing journey.

A/B testing and optimisation: Continuously monitor the performance of the recommendations and make improvements depending on data and user input.
Focus on user experience: Make sure that recommendations are not only appropriate but also easy to navigate, quick to load, and visually integrated on mobile sites.

Prioritise Explainability: Be open about how recommendations are made, and give users control over their preferences.

Begin small, then scale: Start with a pilot or test group to validate performance and get feedback. Use this feedback to develop and expand your recommendation system throughout the platform.
Benefits of AI-powered recommendations:

1. Improved conversion performance:
The AI algorithm examines clients' browsing histories and purchasing habits to help them get what they want without using their hands. This will boost your Amazon clone conversion rate.

2. Enhanced user experience:
This AI-powered customised suggestion saves users time and effort by guiding them to the proper products. The end outcome is customer satisfaction and a good purchasing experience.

3. Increased average order value:
AI-powered suggestions in your Amazon clone app encourage customers to buy complementary, upsell, and cross-sell items, which raises the overall order value.

4. Insights based on data:
Artificial intelligence (AI) recommendation systems gather and analyse consumer data to learn about preferences and purchasing habits. Businesses can use this to enhance their marketing, select better products to sell, and more effectively manage their inventory.

5. Improved customer retention:
When users consistently receive relevant product recommendations, they are more likely to return to the platform. This strengthens brand presence and generates recurring sales.

6. Enhanced marketing strategies:
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7. Reduced cart abandonment:
AI-powered recommendations lower cart abandonment by using personalized recommendations, timely reminders, and providing discounts or free shipping. These strategies help users complete their purchases and increase the overall sales rates in your Amazon clone website.

8. Real-time discovery:
This enables AI to make real-time product recommendations to users based on their interests, assisting consumers in finding things they may not have previously found. It is most helpful in vast product catalogues where customers may find manual searching daunting. AI speeds up, simplifies, and enhances the pleasure of shopping by providing timely and pertinent recommendations.

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International Atomic Energy Agency (IAEA) chief Rafael Grossi said Iranians warned him that an Israel strike on the country's nuclear facilities could cause Iran to be more determined about developing a nuclear weapon, according to an interview broadcast and published on Monday.

“A strike could potentially have an amalgamating effect, solidifying Iran’s determination – I will say it plainly – to pursue a nuclear weapon or withdraw from the Treaty on the Non-Proliferation of Nuclear Weapons,” Grossi said in the interview, published on the Jerusalem Post website and broadcast on i24NEWS TV on Monday.

Grossi, however, doubted that Israel would strike Tehran's nuclear facilities.
The Iranian nuclear program "runs wide and deep," Grossi told the Jerusalem Post. "Disrupting them would require overwhelming and devastating force."

Tehran and Washington have recently engaged in Oman-mediated nuclear talks. Iran is set to hand a counter-proposal for a nuclear deal to the United States via Oman, Iranian foreign ministry spokesperson Esmaeil Baghaei said on Monday, in response to a U.S. offer that Tehran deems "unacceptable".

Last week, U.S. President Donald Trump said he had warned Israeli Prime Minister Benjamin Netanyahu not to take actions that could disrupt nuclear talks with Iran.

"I told him this would be inappropriate to do right now because we're very close to a solution now," Trump told reporters in the Oval Office. "That could change at any moment."

On June 4, 2025, U.S. President Donald Trump reportedly posted and deleted a Truth Social post about a phone call with Russian President Vladimir Putin. Numerous claims said the post appeared to show Trump revealing he spoke to Putin about Ukraine's recent drone attacks on Russian aircraft.

A number of X claims said Trump deleted the following Truth Social post about his phone call with Putin, while others noted that he deleted and then reposted the message.

Trump did indeed make the above statement on Truth Social and subsequently delete it. Around an hour after deleting the post, he posted it again. As such, we rate this claim as true.

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Trump Is Bleeding Hundreds of Millions Thanks to Musk’s War.

The explosion of Donald Trump’s once-cozy friendship with Elon Musk is hitting them hard where it hurts most—in the pocketbook.

As reported Thursday, Musk’s personal fortune was cut by $26.6 billion after Tesla shares slumped by more than 14 percent, wiping a mind-boggling $150 billion off the EV giant’s market value.

But Trump isn’t escaping unscathed. According to Axios, Trump Media & Technology Group stock declined 8 percent, while his MAGA-fueled $TRUMP cryptocurrency tumbled 12 percent—bleeding him of more than a billion dollars.

The website reported that the 8 percent dip in Trump Media & Technology Group cost the president around $202 million.

US issues new Iran-related sanctions targeting over 35 entities.

The United States has issued a new round of Iran-related sanctions targeting 10 individuals and 27 entities, according to a post on the US Treasury Department website on Friday.

The sanctioned entities have ties to the "Shadow Banking Network," which is involved in money laundering on behalf of Iran, according to a State Department press release.

The network has laundered billions of dollars through Iranian exchange houses and foreign front companies, according to the release.

The Zarringhalam brothers and their associates used front companies based in the United Arab Emirates and Hong Kong to help certain Iranians generate revenue from the sale of petroleum and other commodities used to build nuclear weapons.

At the same time, the Treasury’s Financial Crimes Enforcement Network Department updated an advisory to provide information on forms of illegal financing, as well as red flags associated with Iranian oil smuggling, shadow banking, and procurement of weapons and dual-use components.

The sanctions, which also target some entities in the United Arab Emirates and Hong Kong, come as US President Donald Trump's administration is working to get a new nuclear deal with Tehran.

Iranian Foreign Minister Abbas Araghchi said Friday that Iran will respond to the American proposal in the coming days.

This follows a Wall Street Journal report alleging that Iran ordered thousands of tons of ballistic missile ingredients from China to rebuild its nuclear and military capabilities.

A Chinese Foreign Ministry spokesperson denied knowledge of the deal in a statement, asserting that China has “always exercised strict control over dual-use items in accordance with China’s export control laws and regulations and its international obligations.”

The Chinese embassy in the Philippines urged the European Union to stop "provoking trouble" in the South China Sea on Thursday, and advised Manila not to "fantasise" about relying on outside forces to resolve disputes in the waterway.

An embassy spokesperson made the comments after EU foreign policy chief Kaja Kallas visited the Philippine capital and voiced concern over China's activities in the busy waterway, where its claims overlap those of some Southeast Asian nations.

"We urge the EU to genuinely respect China's territorial sovereignty and maritime rights and interests in the South China Sea and to stop provoking trouble," the spokesperson said in a statement on the embassy website, noting the bloc has no right to interfere.

The spokesperson also said Manila should return to dialogue and consultation to manage differences with China instead of "fantasising about relying on external forces" to resolve the South China Sea dispute.

The Philippine embassy in Beijing did not immediately respond to an emailed request for comment.

The EU and the Philippines have expressed concerns about China's "illegal, coercive, aggressive and deceptive measures" against Philippine vessels and aircraft conducting lawful maritime operations in the South China Sea, according to a joint statement after Kallas met with Philippine foreign minister earlier this week.

China claims sovereignty over nearly all the South China Sea, including parts of the exclusive economic zones of Brunei, Indonesia, Malaysia, the Philippines and Vietnam.

Prediction: Lockheed Martin Stock Could Explode as Donald Trump Touts F-55 Fighter Jet and a Bigger F-22

Key Points
The Pentagon awarded Lockheed archrival Boeing a surprise win in March: a $20 billion F-47 fighter jet contract.

Now, President Trump is suggesting Lockheed Martin could get two contracts of its own, to build F-55 and F-22 Super stealth fighters.

The Greed is Good and War Mongers are on stock prediction-
Whether or not the contracts materialize, relative to its peers, Lockheed Martin stock already looks attractive.

10 stocks we like better than Lockheed Martin ›

The Lockheed Martin (NYSE: LMT) F-22 Raptor stealth fighter is arguably the most expensive fighter jet ever built, costing an estimated $400 billion per unit. That's part of the reason it's no longer being built, by the way. (The F-22 program was canceled more than a decade ago, although the plane remains in service.)

Now, President Donald Trump wants to have the Air Force buy a new fighter jet that could cost even more. Two of them, in fact.

Upgrading the F-22, and the F-35, too
As Reuters reported earlier this month, the president recently raised the possibility of having Lockheed build a new stealth fighter, based on Lockheed's F-35 stealth fighter but with two engines instead of just one, to be called the F-55. A second idea floated by the president is to let Lockheed restart production of its long-canceled F-22 program in an upgraded form, to be known as the F-22 Super.

No price was named for either aircraft, although price is definitely on the president's mind. Speaking at a meeting of business leaders and aerospace executives in Doha, Qatar, Trump explained, "We're going to do an F-55 and -- I think, if we get the right price, we have to get the right price -- that'll be two engines and a super upgrade on the F-35, and then we're going to do the F-22 [Super] ... a very modern version of the F-22 fighter jet."

Furthermore, he stated, "We're going to be going with it pretty quickly."

Throwing a life preserver to Lockheed
Not everyone's on board with the idea. As defense-focused news site 19fortyfive.com quickly pointed out, creating a twin-engine version of the stealthy F-35 may not even be "feasible." On the other hand, the website noted that the Air Force has already agreed to pay RTX (NYSE: RTX) more than $1 billion to upgrade sensors on the F-22 fleet, turning it into what Lockheed CEO Jim Taiclet has called a "fifth-generation plus" fighter able to sense and strike targets farther out than currently possible.

So Lockheed Martin is likely to like the president's proposals (both of them). The more so seeing as it's been only a couple of months since the Air Force handed Lockheed a rather shocking defeat, when it awarded the $20 billion contract to build a sixth-generation stealth fighter, the F-47, to rival Boeing (NYSE: BA).

With only one such sixth-generation warbird so far announced, that loss holds the potential to put Lockheed a generation behind Boeing in its competency building stealthy fighter jets. This could create a whole new dynamic in which Boeing, not Lockheed, has the advantage in winning future fighter jet contracts.

But if Lockheed gets to build a "fifth-generation plus" fighter (or two), the technology gap might not loom quite so large, and Lockheed might remain within striking distance of its rival.

Boeing versus Lockheed Martin versus Northrop Grumman
In fact, that might be the plan. Trump, of course, has a well-known penchant for shaking up chessboards in order to create new and more advantageous negotiating positions (albeit with the unfortunate side effect of sometimes knocking over pieces).

That's not easy to do in the defense industry, which, after going through repeated rounds of consolidation after the Cold War, now comprises really just five big "defense primes" capable of executing the Pentagon's biggest defense contracts. Awarding F-47 to Boeing, then perhaps handing F-55 and F-22 Super contracts to Lockheed, could be the president's way of ensuring these aerospace companies remain both solvent, with enough revenue coming in to stay in business, and able to keep competing with each other, such that no one company gets so dominant that it can dictate prices to its primary customer, the U.S. government.

If this is the president's plan, it could also help the Pentagon when it comes time to negotiate pricing on a new F/A-XX stealth fighter jet that the Navy wants to buy, and that both Boeing and Northrop Grumman (NYSE: NOC) are angling to build. (And if this is the president's plan, it may also give investors a hint at who will win F/A-XX. Should that one go to Northrop, the Pentagon would have three aerospace defense prime contractors, all bidding against each other on future stealth fighter contracts.)

Which defense stock to buy?
Whoever ends up winning these fighter jet contracts, from an investor's perspective, I see one of these three stocks as clearly superior to the others: Lockheed Martin.

Lockheed (20 times earnings) costs slightly more than Northrop Grumman (19) when valued on generally accepted accounting principles (GAAP) earnings, but sports a much better price-to-free-cash-flow valuation, 22 to Northrop's 38, as confirmed by data from S&P Global Market Intelligence. (Unprofitable and cash-burning Boeing doesn't even make it to the starting line in this race.) Lockheed also boasts a projected long-term earnings growth rate of 13%, twice as fast as Northrop. Why, Lockheed even has the best dividend yield of the bunch at 2.8%.

Regardless of whether the president's mooted new fighter jets actually materialize as defense contracts for Lockheed, the stock is already the one with the most value to offer investors.