UPDATE
Fanap has denied to have sell the Behnama software to any company, and said it is use only internally.
Then why their developers are literally saying on LinkedIn that it was successfully implemented in all Pasargad Bank?
And why the name of MIDHCO appear in the files?
Also, they promote the installation of surveillance system for various companies on their website, they just don’t specify it use facial recognition!
Please, try again 😂
One of the protocols use by Behnama, the MQTT, for the Fanap network, is hosted in USA.
Fanap – Passargad Arian Information & communication Tehchnology
https://www.shodan.io/search?query=country%3A%22IR%22+port%3A1883+product%3A%22MQTT%22+org%3A%22Fanap+-+Passargad+Arian+Information+%26+communication+Tehchnology%22
In a video surveillance system using facial recognition, MQTT (Message Queuing Telemetry Transport) on the server is generally responsible for handling real-time messaging between different components of the system.
Here are some specific tasks:
• Data Ingestion: Collects data from various edge devices like cameras and sensors.
• Event Notification: Sends alerts or notifications based on facial recognition results. For example, if an unauthorized face is detected, MQTT can trigger an alert.
• Command and Control: Allows for remote commands to be sent to edge devices. For instance, you could change the angle of a camera or initiate a lockdown.
• Data Forwarding: Sends the facial recognition data to other systems like databases, analytics engines, or user interfaces.
• Scalability and Load Balancing: Distributes messages across multiple consumers/subscribers to ensure the system scales efficiently.
• Secure Communication: Provides options for secure transmission of data using SSL/TLS.
OFFICIAL STATEMENT IN RESPONSE TO FANAP COMMENT
1. “In recent days, claims have been published by some cyberspace users and foreign media about hacking and access to part of the information of one of the software products of Fanap. This set of statements has been considered without technical expertise and aimed at inciting public opinion. Fanap public relations has denied this issue by publishing a statement that you can read below.”
– We do not need technical expertise to say that we have breach something, while providing the evidence of it. And of course, it has been made public to incite public opinion!
2. “Fanap announced in its statement: The claim made about the hacker attack on the “Bahnama” software was not true and only a part of the information of the software logs and Docker files was made available by connecting to the Internet for some time. According to Fanap, this information is very unimportant and contains the general specifications of the software, and there is no information about the users of this product in these files.”
– Let’s enumerate what we got here: each components structure and their specific configuration files, the binaries of each component, all functionality, the usage, testing log, script use for machine learning process, internal IP of their installation in MIDHCO, each UUID of camera in MIDHCO associated to their IP, a github folder, postgres folder, docker files, nvidia files…. and we could continue.
3. “This software only has the ability to recognize faces that have been introduced to the device with the person’s presence and consent (similar to what is found in fingerprint registration in these devices).”
– Like when you authorized the SSO platform to save your biometric informations.
4. “In its statement, Fanap called the claim of using this product to recognize the identity of citizens as a “pure lie” and said that this feature was “designed for some needs within the organization and was not provided to organizations outside the Fanap group and for the purpose of identity recognition on a wide scale. It is not designed to be general.”
– Curious, then why the machine learning model Yolov5 Crowdhuman has been found in the files? This model is designed for facial recognition.
Why we needed the machine learning model?
With the anniversary of Mahsa Amini death, the protest will take place again. What if we can protect you from this intrusive system? Well, we gonna try. Here’s how.
An adversarial patch is a piece of cloth or sticker with a complex pattern designed to trick machine learning models, specifically computer vision systems. These patches exploit the weaknesses in the way these models interpret visual data.
How It Works
• When the patch is within the field of view of a camera using facial recognition or object detection, the algorithms get “distracted” or “confused” by the patterns on the patch.
• The model might misclassify the object or person, or fail to detect them altogether.
Applications
• It can be worn as a badge or integrated into clothing.
• It’s often used in research to highlight vulnerabilities in machine learning models.
چرا نیاز به آموختن مدل یادگیری ماشینی داریم؟
با سالگرد قتل مهسا امینی، معترضین باز به خیابون برمیگردند. چطوره که ما شما رو از این سیستم محفوظ کنیم؟ اینطوری :
با تکه ای از پارچه یا برچسب با طرح های پیچیده (خط خطی یا مثل طرح های پلنگی یا استتار) سیستم های یادگیری ماشینی مخصوصا تصویر برداری کامپیوتری به مشکل میخورن! این طرح ها نقاط ضعف این سیستم ها هستند که باعث اختلال تصویرشون میشن.
چطور ممکنه:
وقتی این طرح ها جلوی دوربینی که به تشخیص چهره یا سوژه مجهز هست قرار میگیرند، الگوریتمشون گیج میشه توسط خطوط پیچیده ای که توی طرح هست (ماسک یا پارچه روی صورتتون)
سیستم ممکنه کلا شما رو رد کنه و به عنوان یه شخص تشخیص نده.
پس طرح گفته شده میتونه به عنوان یه نشان یا لباس اصلی پوشیده بشه
در اغلب تحقیقات این به عنوان ضعف مدل های یادگیری ماشینی مشخص شده
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