QRã³ãŒãã¯ãç§ãã¡ã®æ¥åžžçæŽ»ã«æº¶ã蟌ãã§ããŸããã¬ã¹ãã©ã³ã®ã¡ãã¥ãŒããæ±ºæžããŒã¿ã«ã«ããããŸã§ãããããå Žæã§ç®ã«ããŸããã¹ããŒããã©ã³ã§ã¹ãã£ã³ããã ãã§ãããã«æ å ±ã«ã¢ã¯ã»ã¹ããããã¿ã¹ã¯ãå®è¡ãããã§ããŸãããããã䟿å©ãªQRã³ãŒããäžã®äžã«æµžéããŠããããšã«ãã£ãŠãæ»æè ã«ãšã£ãŠãé åçãªæ»æããŒã«ãšãªã£ãŠããŸãã
2023幎12æããã«ãŒããã€ã³ãã¯ãQRã³ãŒãã䜿ã£ãè åšã黿¢ããã¹ããæ°ããã€ã³ã©ã€ã³è åšæ€ç¥æ©èœã®æäŸãéå§ããŸããããã«ãŒããã€ã³ããQRã³ãŒãã«å¯Ÿå¿ããçç±ã¯ããã€ããããŸããããŸãïŒã€ç®ãšããŠQRã³ãŒããçšããæ»æã¯éåžžã«å·§åŠã§ãåŸæ¥åã®æ€ç¥æè¡ã§ã¯QRã³ãŒãã«åã蟌ãŸããURLãæ£ç¢ºã«åæã§ããªãã£ãããšãïŒã€ç®ãšããŠå€éšã®èª¿æ»ããŒã¿ã«ãããšããŠãŒã¶ãŒã®80%以äžãQRã³ãŒããå®å šã§ãããšä¿¡ããŠãããšã®çµæãåºãŠããããšããããŠãŒã¶ãŒã¯ãããã®æ»æã«åŒã£ãããããããã察å¿ããå¿ èŠãããããšããããããŸãã
ãŸãããã«ãŒããã€ã³ãç¬èªã®èª¿æ»ã«ãããšãQRã³ãŒããçšããæ»æã¯ãæ¥éã«æ¡å€§ããŠããŸããããŸãQRã³ãŒãæ»æã¯1æ¥åœããæ°äžä»¶ã«éããŠããŸããããããçç±ããQRã³ãŒããçšããè åšã«æ³šæããå¿ èŠããããŸãã
ãã®åãçµã¿ãæ¯æŽããããã«ããã«ãŒããã€ã³ãã¯ãã¡ãŒã«ã»ãã¥ãªãã£è£œåã§å¯Ÿå¿ããã ãã§ãªãããã«ãŒããã€ã³ãã®ã»ãã¥ãªãã£æèåäžããã°ã©ã ãéããŠQRã³ãŒããã£ãã·ã³ã°ã·ãã¥ã¬ãŒã·ã§ã³ãæäŸããŠããŸãããã®ã·ãã¥ã¬ãŒã·ã§ã³ã§ã¯ãå®éã®QRã³ãŒããã£ãã·ã³ã°è©Šè¡ãèªèããããã¢ã¯ãã£ãã«å ±åããããã®æ¹æ³ãåŠç¿ããããšãã§ããŸãã
ãã®èšäºã§ã¯ãã·ãã¥ã¬ãŒã·ã§ã³ã®åºæ¬ããããŠãããã©ã®ããã«ã人ããäžå¿ãšããã»ãã¥ãªãã£æŠç¥ã®äž»æ±ãšãªã£ãŠãããã«ã€ããŠèª¬æããŸãããã®åã«ãŸããQRã³ãŒããã£ãã·ã³ã°ã®ä»çµã¿ã«ã€ããŠã¿ãŠãããŸãããã
QRã³ãŒãæ»æã®æµã
QRã³ãŒããã£ãã·ã³ã°ã«ãããŠã¯ãæ»æè ã¯ãQRã³ãŒãã®äžã«æªæã®ããURLãä»èŸŒã¿ããã®QRã³ãŒããã¡ãŒã«ã«å ¥ããŸããã³ãŒããã¹ãã£ã³ããããšã被害è ã¯ããã°ã€ã³èªèšŒæ å ±ãã¯ã¬ãžããã«ãŒãçªå·ãå人æ å ±ãªã©ã®æ©å¯ããŒã¿ãçãããèšèšããããåœã®Webãµã€ãã«ãªãã€ã¬ã¯ããããŸãã

QRã³ãŒãæ»æã®æµã
æªæã®ããQRã³ãŒããæ€ç¥ãã«ããã®ã¯ãæ»æè ãæå³çã«åé¿æŠè¡ãšæªæã®ããQRã³ãŒããçµã¿åãããŠãã¡ãŒã«ã²ãŒããŠã§ã€ãåé¿ããŠããããã§ããäŸãã°ãæè¿ã®QRã³ãŒãæ»æã§ã¯ãæ»æè ã¯PDFæ·»ä»ãã¡ã€ã«å ã«æªæã®ããQRã³ãŒããé ããŠããŸããããŸãããªãã€ã¬ã¯ããããURLã¯ãCloudflare CAPTCHAã远å ããŠæ£èŠã®ãã®ã«èŠãããããšãã£ããåé¿æŠè¡ãçšããŠããŸãããæ»æè ã¯ã被害è ã«å±ãããããã°ã䟵害ãæåãããããšãã§ãããšç¢ºä¿¡ããŠãããããç©æ¥µçã«åé¿æŠè¡ãžã®æè³ãç¶ããŠããŸãã
ãœãªã¥ãŒã·ã§ã³ïŒQRã³ãŒããã£ãã·ã³ã°ã·ãã¥ã¬ãŒã·ã§ã³
ãŠãŒã¶ãŒãQRã³ãŒããã£ãã·ã³ã°æ»æã«ããããããªã¹ã¯ãé«ãŸã£ãŠããããšããããã®è åšã«ã€ããŠãŠãŒã¶ãŒãæè²ããããšãéèŠã§ãããã«ãŒããã€ã³ãã®QRã³ãŒããã£ãã·ã³ã°ã·ãã¥ã¬ãŒã·ã§ã³ãã©ã圹ç«ã€ãã«ã€ããŠèª¬æããŸãããã
ãã®ã·ãã¥ã¬ãŒã·ã§ã³ã¯ãåºæ¬ãšããŠãå®éã®æ»æããçãŸããã¡ãŒã«ãã³ãã¬ãŒããæŽ»çšããŠããŸãã管çè ã¯ãäºåã«äœæããããã³ãã¬ãŒããçšããŠãåŸæ¥å¡ãQRã³ãŒãæ»æã«ã©ã®ããã«åå¿ãããããã¹ããããã·ãã¥ã¬ãŒã·ã§ã³ãã£ã³ããŒã³ãéå§ããããšãã§ããŸãã
ãã®ã·ãã¥ã¬ãŒã·ã§ã³ã§ã¯ãè åšãç¹å®ããåé¿ããå ±åãããšããããšãããŠãŒã¶ãŒã«å®éã«äœéšããŠãããããšãã§ããŸããããã«ãã£ãŠç®¡çè ã¯ããŠãŒã¶ãŒãã©ãã ãè匱ããç¥ãããšãã§ããããããŠãŒã¶ãŒã«åãããæè²ãã©ã³ãç«ãŠãããšãã§ããŸãã

ãã«ãŒããã€ã³ãã«ããQRã³ãŒããã£ãã·ã³ã°ã·ãã¥ã¬ãŒã·ã§ã³ã®äŸ
ãŠãŒã¶ãŒã®ç¥èãšã¹ãã«ã磚ãããã«ãäºåã«äœæããããã³ãã¬ãŒãã¯ãLeveled Phishingæ©èœã䜿çšããé£æåºŠã«åºã¥ããŠèªåçã«åé¡ãããŸãããã«ãŒããã€ã³ãã¯ãæ©æ¢°åŠç¿ãšNIST Phish Scale調æ»ãçµã¿åãããŠããã£ãã·ã³ã°ã·ãã¥ã¬ãŒã·ã§ã³ãã³ãã¬ãŒãã®é£æåºŠãèªåçã«åé¡ãããæåã§å¯äžã®ã»ãã¥ãªãã£æèåäžãããã€ããŒã§ãã
Leveled Phishingã«ããã管çè ã¯ããŠãŒã¶ãŒã«ããè åšã®ç解床ã客芳çã«æž¬ãããšãã§ããŸããã·ãã¥ã¬ãŒã·ã§ã³ãè¡ãããšã«ãŠãŒã¶ãŒã®ç¥èãåäžãããããšãã§ããããã管çè ã¯ãããé£æåºŠã®é«ãã·ãã¥ã¬ãŒã·ã§ã³ãæ°å€ãè¡ãããšã«ããããŠãŒã¶ãŒãèšç·Žãç¶ããããšãã§ããŸãã
ã·ãã¥ã¬ãŒã·ã§ã³ã«åæ Œã§ããªãã£ããŠãŒã¶ãŒã«ã€ããŠã¯ãããã£ãŒãã£ãã«ã»ã¢ãŒã¡ã³ãïŒçš®æããããŒãžïŒããéããŠãã·ãã¥ã¬ãŒã·ã§ã³ãè åšã§ãã£ãçç±ã«é¢ããæè²çãªãã³ãããä»åŸãã®è åšãåé¿ããããã®æ¹æ³ãæäŸããããšãã§ããŸãã

ãã«ãŒããã€ã³ãã®ããã£ãŒãã£ãã«ã»ã¢ãŒã¡ã³ããïŒçš®æããããŒãžïŒã®äŸãâ»43èšèªã«å¯Ÿå¿
QRã³ãŒãã·ãã¥ã¬ãŒã·ã§ã³ãšããŒãºã«å¿ããæè²ãçµã¿åãããããšã«ããã以äžãå¯èœãšãªããŸãã
- ãŠãŒã¶ãŒã«ããç解床ã®åäž
- ãŠãŒã¶ãŒãšã³ã²ãŒãžã¡ã³ãã®æå€§å
- ãŠãŒã¶ãŒè¡åã«ãããããžãã£ããªå€åãæšé²
ãããã®ã·ãã¥ã¬ãŒã·ã§ã³ãã人ããäžå¿ãšããã»ãã¥ãªãã£æŠç¥ãã©ã®ããã«è£å®ããã
QRã³ãŒããã£ãã·ã³ã°æ»æã®ãªã¹ã¯ã¯ãçµãããèŠããŸãããåŸæ¥å¡ãä¿è·ããã«ã¯ããŠãŒã¶ãŒæè²ãšè åšãããã¯ã·ã§ã³ãçµã¿åãããããã«ãã¬ã€ã€ãŒã®ã¢ãããŒããæ¡çšããå¿ èŠããããŸãã

ãã«ãŒããã€ã³ãã¯ãQRã³ãŒããã£ãã·ã³ã°ã«å¯Ÿããå®å šãªä¿è·ãæäŸããŸãã
æ»æåã®æè²
ãŠãŒã¶ãŒãæ»æã«åŒã£ããããªãããã«ããããã«ã¯ãæ»æãèµ·ããåã«ããŠãŒã¶ãŒã«ãã¬ãŒãã³ã°ãæäŸããå¿ èŠããããŸããã«ãªãã¥ã©ã ã«ã¯ã泚æãåŒãã€ããã³ã³ãã³ããç¥èã¢ã»ã¹ã¡ã³ãããã£ãã·ã³ã°ã·ãã¥ã¬ãŒã·ã§ã³ãå«ããå¿ èŠããããŸãã
åŸæ¥ã®ã»ãã¥ãªãã£æèåäžããã°ã©ã ã¯ãã°ãã°ãçè«çæŠå¿µã®ã¿ãåãæ±ã£ããããªããŒã¹ã®ãã¬ãŒãã³ã°ãäžå¿ãšãªã£ãŠããŸãããããããã«ãŒããã€ã³ãã®QRã³ãŒããã£ãã·ã³ã°ã·ãã¥ã¬ãŒã·ã§ã³ã¯ããã«é²ãã§ããŸããå®éã®QRã³ãŒãè åšã«åºã¥ãããå®çšçãã€å®è·µçãªãã¬ãŒãã³ã°ãšã¯ã¹ããªãšã³ã¹ãæäŸããŸãã
QRã³ãŒãã«ç¹åããæè²ã¢ãžã¥ãŒã«ãšã¢ã»ã¹ã¡ã³ããçµã¿åãããããã«ãŒããã€ã³ãã®å æ¬çãªã¢ãããŒãã¯ãäž»èŠã³ã³ã»ããã匷åãããŠãŒã¶ãŒã«ãQRã³ãŒããã£ãã·ã³ã°è©Šè¡ãèªèããããã¢ã¯ãã£ãã«å¯Ÿå¿ããããã®æ¹æ³ãæäŸããŸãã
åä¿¡åã®æ€ç¥
ãããããŠãŒã¶ãŒã«ãã誀ãã¯åžžã«èµ·ããããŸãããã®ãããæ»æããŠãŒã¶ãŒã®åä¿¡ãã¬ã€ã«å±ããªãããã«ãããè åšãããã¯ã·ã§ã³ãœãªã¥ãŒã·ã§ã³ãå°å ¥ããããšãçããéèŠã§ãã
æ¯ãèãAIãšãµã³ãããã¯ã¹æè¡ãçµã¿åãããããã«ãŒããã€ã³ãã«ãããåä¿¡åã®QRã³ãŒãæ€ç¥æ©èœãããããã§ããäŸµå ¥ãã€ã³ãã§QRã³ãŒããã¹ãã£ã³ããããšã«ããããŠãŒã¶ãŒãã¢ã¯ã»ã¹ããåã«æªæã®ããURLãç¹å®ãã黿¢ããããšãã§ããŸããQRã³ãŒããã£ãã·ã³ã°æ»æãæé€ããããšã§ããŠãŒã¶ãŒã®ãªã¹ã¯ãæžããããšãã§ããŸãããŠãŒã¶ãŒã¯ãããã§ãåä¿¡ãã¬ã€ã«å°éãããããããªãã1ïœ2ä»¶ã®æªæã®ããã¡ãŒã«ã«æ³šæããã ãã§ãã¿ãŸãã
åä¿¡åŸã®æ€ç¥ãšä¿®åŸ©
åŸæ¥å¡ã«æ£ããç¥èã身ã«ã€ããŠãããã°ãäŒç€Ÿã®ãµã€ããŒã»ãã¥ãªãã£ã®æåç·ãæ ã£ãŠãããããšãã§ããŸããQRã³ãŒãã®è åšãäŸµå ¥ããå Žåã«åããŠããã¬ãŒãã³ã°ãæäŸããã°ããŠãŒã¶ãŒãè¿ éã«æªæã®ããã¡ãã»ãŒãžãå ±åã§ããããã«ãªããŸãã
ãŠãŒã¶ãŒãPhishAlarmãªã©ã®ããŒã«ãçšããŠäžå¯©ãªã¡ãã»ãŒãžãå ±åããã°ããã«ãŒããã€ã³ãã«ããåä¿¡åŸã®ä¿®åŸ©æ©èœãèªåçã«ã¡ãã»ãŒãžãåæããŸãããã«ãŒããã€ã³ãã®åä¿¡åã®æ©èœãšåæ§ã«ãæ·»ä»ã®PDFãWordææžãã¡ãŒã«å ã®ç»åã«å¯ŸããOCRãªã©ã®æè¡ãçšããŠQRã³ãŒããã¹ãã£ã³ããè§£æããããšãã§ããŸããæªæã®ããã¡ãŒã«ã§ãããšå€å®ãããã°ãèªåçã«åŠåããäŒç€Ÿå šäœã®ãŠãŒã¶ãŒã®åä¿¡ãã¬ã€ãããã®ã¡ãŒã«ãåé€ããŸãã
ãã«ãŒããã€ã³ãã§ã人ããäžå¿ãšããã»ãã¥ãªãã£ãå®çŸãã
QRã³ãŒãã¯ãããããèŠæš¡ã®äŒæ¥ã«ãšã£ãŠãé²åãç¶ããé倧ãªè åšãšãªã£ãŠããŸãããããŠãQRã³ãŒãã¯ãŸããŸãåºãæ®åããŠãããããæ»æè ã¯ããã£ãã·ã³ã°æ»æã仿ããããã®ããŒã«ãšããŠäœ¿ãç¶ããŠãããšæãããŸããããããäŒæ¥ããã»ãã¥ãªãã£æè²ãšè åšãããã¯ã·ã§ã³ãçµã¿åããããå æ¬çãªã»ãã¥ãªãã£æŠç¥ãå°å ¥ããã°ãQRã³ãŒããã£ãã·ã³ã°ã«é¢é£ãããªã¹ã¯ãäœæžããããããæ»æã«å¯ŸãããŠãŒã¶ãŒã¬ãžãªãšã³ã¹ãåäžãããããšãã§ããŸãã
QRã³ãŒããã£ãã·ã³ã°ã鲿¢ããããã®ã人ããäžå¿ãšããã»ãã¥ãªãã£ã¢ãããŒãã«ã€ããŠè©³ããã¯ããã«ãŒããã€ã³ããŸã§ãåãåãããã ããã