
1 行のコード、100 万ドル
If I asked you how much it would cost to change just one line of computer code in a device that's already in service, what number would come to mind? A few hundred dollars? Maybe thousands?
According to Aviation Today, it costs $1 million for a commercial airline to update a line of code in its planes. For a cost so substantial, they would likely need a compelling reason to take the steps required to make any update to their airplane's systems, which really got me thinking about a number of factors.
Breaking down the cost
While the article doesn't outline what comprises the $1 million cost, I think it's a viable figure. I'm not an expert specifically in airline software updates, but I can assume a few of the steps the airline is forced to take in this situation.
First, the airline needs to discover a flaw or vulnerability that necessitates the update. The cited example consists of research performed by the U.S. Department of Homeland Security (DHS) on a Boeing 757. The results - a remote hack after only two days of work - are more than compelling enough for any airline to take note.
From there, software developers need to analyze the findings, write new code, and test it in a safe environment to ensure the issue is fixed. Now comes the tricky part. The airline needs to ground each vulnerable or flawed aircraft, apply the new code, test it to ensure it works with that specific plane, and then recertify that plan for commercial flight.
According to airfleets.net, Southwest Airlines currently has 499 Boeing 737-700 planes in its fleet. Consider the time and money investment involved if a security flaw emerged in this particular plane model.
Not just an airline challenge
Clearly, airlines should have a vested interest in employing sound secure coding principles from the start. After giving it a few moments'thought, I could see numerous industries and situations where a similar cost might apply. Instead of worrying about airplanes falling out of the sky due to a hacked vulnerability, what about medical devices like pacemakers? How much does it cost to recall and update a half-million lifesaving pieces of electronics?
In the automotive industry, we continue to hear talk and security concerns about self-driving cars. Yet, even our "typical'vehicles rely more heavily than ever on connectivity to the internet, which leads directly to some troubling - if entertaining - safety concerns.
It's a simple fact that it costs much more money and takes more effort and time to update devices or systems after they've been released into a production environment, or before they've been mass produced, than it does to build security into your initial development process. Yet, we still continue to see new preventable software flaws and cybersecurity vulnerabilities every day, underscoring the need for companies to look for ways to build secure software development into their development culture.
The cost to change one line of code on a piece of avionics equipment is $1 million, and it takes a year to implement. For Southwest Airlines, whose fleet is based on Boeing's 737, it would "bankrupt" them if a cyber vulnerability was specific to systems on board 737s


航空電子機器のコード1行を変更するコストは100万ドルで、実装には1年かかります。ボーイング737をベースとした機材を保有するサウスウエスト航空にとっては「破産」することになります。
マティアス・マドゥ博士は、セキュリティ専門家、研究者、CTO、セキュア・コード・ウォリアーの共同創設者です。Matias はゲント大学で静的分析ソリューションを中心にアプリケーションセキュリティの博士号を取得しました。その後、米国のFortifyに入社し、開発者が安全なコードを書くのを手伝わずに、コードの問題を検出するだけでは不十分であることに気づきました。これがきっかけで、開発者を支援し、セキュリティの負担を軽減し、顧客の期待を超える製品を開発するようになりました。Team Awesome の一員としてデスクにいないときは、RSA カンファレンス、BlackHat、DefCon などのカンファレンスでプレゼンテーションを行うステージでのプレゼンテーションを楽しんでいます。

Secure Code Warriorは、ソフトウェア開発ライフサイクル全体にわたってコードを保護し、サイバーセキュリティを最優先とする文化を築くお手伝いをします。アプリケーションセキュリティマネージャ、開発者、CISO、またはセキュリティ関係者のいずれであっても、安全でないコードに関連するリスクを軽減するお手伝いをします。
デモを予約マティアス・マドゥ博士は、セキュリティ専門家、研究者、CTO、セキュア・コード・ウォリアーの共同創設者です。Matias はゲント大学で静的分析ソリューションを中心にアプリケーションセキュリティの博士号を取得しました。その後、米国のFortifyに入社し、開発者が安全なコードを書くのを手伝わずに、コードの問題を検出するだけでは不十分であることに気づきました。これがきっかけで、開発者を支援し、セキュリティの負担を軽減し、顧客の期待を超える製品を開発するようになりました。Team Awesome の一員としてデスクにいないときは、RSA カンファレンス、BlackHat、DefCon などのカンファレンスでプレゼンテーションを行うステージでのプレゼンテーションを楽しんでいます。
Matiasは、15年以上のソフトウェアセキュリティの実務経験を持つ研究者および開発者です。フォーティファイ・ソフトウェアや自身の会社であるセンセイ・セキュリティなどの企業向けにソリューションを開発してきました。マティアスはキャリアを通じて、複数のアプリケーションセキュリティ研究プロジェクトを主導し、それが商用製品につながり、10件以上の特許を取得しています。デスクから離れているときには、マティアスは上級アプリケーション・セキュリティ・トレーニング・コースの講師を務め、RSA Conference、Black Hat、DefCon、BSIMM、OWASP AppSec、BruConなどのグローバルカンファレンスで定期的に講演を行っています。
マティアスはゲント大学でコンピューター工学の博士号を取得し、そこでアプリケーションの内部動作を隠すためのプログラムの難読化によるアプリケーションセキュリティを学びました。


If I asked you how much it would cost to change just one line of computer code in a device that's already in service, what number would come to mind? A few hundred dollars? Maybe thousands?
According to Aviation Today, it costs $1 million for a commercial airline to update a line of code in its planes. For a cost so substantial, they would likely need a compelling reason to take the steps required to make any update to their airplane's systems, which really got me thinking about a number of factors.
Breaking down the cost
While the article doesn't outline what comprises the $1 million cost, I think it's a viable figure. I'm not an expert specifically in airline software updates, but I can assume a few of the steps the airline is forced to take in this situation.
First, the airline needs to discover a flaw or vulnerability that necessitates the update. The cited example consists of research performed by the U.S. Department of Homeland Security (DHS) on a Boeing 757. The results - a remote hack after only two days of work - are more than compelling enough for any airline to take note.
From there, software developers need to analyze the findings, write new code, and test it in a safe environment to ensure the issue is fixed. Now comes the tricky part. The airline needs to ground each vulnerable or flawed aircraft, apply the new code, test it to ensure it works with that specific plane, and then recertify that plan for commercial flight.
According to airfleets.net, Southwest Airlines currently has 499 Boeing 737-700 planes in its fleet. Consider the time and money investment involved if a security flaw emerged in this particular plane model.
Not just an airline challenge
Clearly, airlines should have a vested interest in employing sound secure coding principles from the start. After giving it a few moments'thought, I could see numerous industries and situations where a similar cost might apply. Instead of worrying about airplanes falling out of the sky due to a hacked vulnerability, what about medical devices like pacemakers? How much does it cost to recall and update a half-million lifesaving pieces of electronics?
In the automotive industry, we continue to hear talk and security concerns about self-driving cars. Yet, even our "typical'vehicles rely more heavily than ever on connectivity to the internet, which leads directly to some troubling - if entertaining - safety concerns.
It's a simple fact that it costs much more money and takes more effort and time to update devices or systems after they've been released into a production environment, or before they've been mass produced, than it does to build security into your initial development process. Yet, we still continue to see new preventable software flaws and cybersecurity vulnerabilities every day, underscoring the need for companies to look for ways to build secure software development into their development culture.
The cost to change one line of code on a piece of avionics equipment is $1 million, and it takes a year to implement. For Southwest Airlines, whose fleet is based on Boeing's 737, it would "bankrupt" them if a cyber vulnerability was specific to systems on board 737s

If I asked you how much it would cost to change just one line of computer code in a device that's already in service, what number would come to mind? A few hundred dollars? Maybe thousands?
According to Aviation Today, it costs $1 million for a commercial airline to update a line of code in its planes. For a cost so substantial, they would likely need a compelling reason to take the steps required to make any update to their airplane's systems, which really got me thinking about a number of factors.
Breaking down the cost
While the article doesn't outline what comprises the $1 million cost, I think it's a viable figure. I'm not an expert specifically in airline software updates, but I can assume a few of the steps the airline is forced to take in this situation.
First, the airline needs to discover a flaw or vulnerability that necessitates the update. The cited example consists of research performed by the U.S. Department of Homeland Security (DHS) on a Boeing 757. The results - a remote hack after only two days of work - are more than compelling enough for any airline to take note.
From there, software developers need to analyze the findings, write new code, and test it in a safe environment to ensure the issue is fixed. Now comes the tricky part. The airline needs to ground each vulnerable or flawed aircraft, apply the new code, test it to ensure it works with that specific plane, and then recertify that plan for commercial flight.
According to airfleets.net, Southwest Airlines currently has 499 Boeing 737-700 planes in its fleet. Consider the time and money investment involved if a security flaw emerged in this particular plane model.
Not just an airline challenge
Clearly, airlines should have a vested interest in employing sound secure coding principles from the start. After giving it a few moments'thought, I could see numerous industries and situations where a similar cost might apply. Instead of worrying about airplanes falling out of the sky due to a hacked vulnerability, what about medical devices like pacemakers? How much does it cost to recall and update a half-million lifesaving pieces of electronics?
In the automotive industry, we continue to hear talk and security concerns about self-driving cars. Yet, even our "typical'vehicles rely more heavily than ever on connectivity to the internet, which leads directly to some troubling - if entertaining - safety concerns.
It's a simple fact that it costs much more money and takes more effort and time to update devices or systems after they've been released into a production environment, or before they've been mass produced, than it does to build security into your initial development process. Yet, we still continue to see new preventable software flaws and cybersecurity vulnerabilities every day, underscoring the need for companies to look for ways to build secure software development into their development culture.
The cost to change one line of code on a piece of avionics equipment is $1 million, and it takes a year to implement. For Southwest Airlines, whose fleet is based on Boeing's 737, it would "bankrupt" them if a cyber vulnerability was specific to systems on board 737s

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Secure Code Warriorは、ソフトウェア開発ライフサイクル全体にわたってコードを保護し、サイバーセキュリティを最優先とする文化を築くお手伝いをします。アプリケーションセキュリティマネージャ、開発者、CISO、またはセキュリティ関係者のいずれであっても、安全でないコードに関連するリスクを軽減するお手伝いをします。
レポートを表示デモを予約マティアス・マドゥ博士は、セキュリティ専門家、研究者、CTO、セキュア・コード・ウォリアーの共同創設者です。Matias はゲント大学で静的分析ソリューションを中心にアプリケーションセキュリティの博士号を取得しました。その後、米国のFortifyに入社し、開発者が安全なコードを書くのを手伝わずに、コードの問題を検出するだけでは不十分であることに気づきました。これがきっかけで、開発者を支援し、セキュリティの負担を軽減し、顧客の期待を超える製品を開発するようになりました。Team Awesome の一員としてデスクにいないときは、RSA カンファレンス、BlackHat、DefCon などのカンファレンスでプレゼンテーションを行うステージでのプレゼンテーションを楽しんでいます。
Matiasは、15年以上のソフトウェアセキュリティの実務経験を持つ研究者および開発者です。フォーティファイ・ソフトウェアや自身の会社であるセンセイ・セキュリティなどの企業向けにソリューションを開発してきました。マティアスはキャリアを通じて、複数のアプリケーションセキュリティ研究プロジェクトを主導し、それが商用製品につながり、10件以上の特許を取得しています。デスクから離れているときには、マティアスは上級アプリケーション・セキュリティ・トレーニング・コースの講師を務め、RSA Conference、Black Hat、DefCon、BSIMM、OWASP AppSec、BruConなどのグローバルカンファレンスで定期的に講演を行っています。
マティアスはゲント大学でコンピューター工学の博士号を取得し、そこでアプリケーションの内部動作を隠すためのプログラムの難読化によるアプリケーションセキュリティを学びました。
If I asked you how much it would cost to change just one line of computer code in a device that's already in service, what number would come to mind? A few hundred dollars? Maybe thousands?
According to Aviation Today, it costs $1 million for a commercial airline to update a line of code in its planes. For a cost so substantial, they would likely need a compelling reason to take the steps required to make any update to their airplane's systems, which really got me thinking about a number of factors.
Breaking down the cost
While the article doesn't outline what comprises the $1 million cost, I think it's a viable figure. I'm not an expert specifically in airline software updates, but I can assume a few of the steps the airline is forced to take in this situation.
First, the airline needs to discover a flaw or vulnerability that necessitates the update. The cited example consists of research performed by the U.S. Department of Homeland Security (DHS) on a Boeing 757. The results - a remote hack after only two days of work - are more than compelling enough for any airline to take note.
From there, software developers need to analyze the findings, write new code, and test it in a safe environment to ensure the issue is fixed. Now comes the tricky part. The airline needs to ground each vulnerable or flawed aircraft, apply the new code, test it to ensure it works with that specific plane, and then recertify that plan for commercial flight.
According to airfleets.net, Southwest Airlines currently has 499 Boeing 737-700 planes in its fleet. Consider the time and money investment involved if a security flaw emerged in this particular plane model.
Not just an airline challenge
Clearly, airlines should have a vested interest in employing sound secure coding principles from the start. After giving it a few moments'thought, I could see numerous industries and situations where a similar cost might apply. Instead of worrying about airplanes falling out of the sky due to a hacked vulnerability, what about medical devices like pacemakers? How much does it cost to recall and update a half-million lifesaving pieces of electronics?
In the automotive industry, we continue to hear talk and security concerns about self-driving cars. Yet, even our "typical'vehicles rely more heavily than ever on connectivity to the internet, which leads directly to some troubling - if entertaining - safety concerns.
It's a simple fact that it costs much more money and takes more effort and time to update devices or systems after they've been released into a production environment, or before they've been mass produced, than it does to build security into your initial development process. Yet, we still continue to see new preventable software flaws and cybersecurity vulnerabilities every day, underscoring the need for companies to look for ways to build secure software development into their development culture.
The cost to change one line of code on a piece of avionics equipment is $1 million, and it takes a year to implement. For Southwest Airlines, whose fleet is based on Boeing's 737, it would "bankrupt" them if a cyber vulnerability was specific to systems on board 737s
目次
マティアス・マドゥ博士は、セキュリティ専門家、研究者、CTO、セキュア・コード・ウォリアーの共同創設者です。Matias はゲント大学で静的分析ソリューションを中心にアプリケーションセキュリティの博士号を取得しました。その後、米国のFortifyに入社し、開発者が安全なコードを書くのを手伝わずに、コードの問題を検出するだけでは不十分であることに気づきました。これがきっかけで、開発者を支援し、セキュリティの負担を軽減し、顧客の期待を超える製品を開発するようになりました。Team Awesome の一員としてデスクにいないときは、RSA カンファレンス、BlackHat、DefCon などのカンファレンスでプレゼンテーションを行うステージでのプレゼンテーションを楽しんでいます。

Secure Code Warriorは、ソフトウェア開発ライフサイクル全体にわたってコードを保護し、サイバーセキュリティを最優先とする文化を築くお手伝いをします。アプリケーションセキュリティマネージャ、開発者、CISO、またはセキュリティ関係者のいずれであっても、安全でないコードに関連するリスクを軽減するお手伝いをします。
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Threat Modeling with AI: Turning Every Developer into a Threat Modeler
Walk away better equipped to help developers combine threat modeling ideas and techniques with the AI tools they're already using to strengthen security, improve collaboration, and build more resilient software from the start.




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