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From the defender's point of view, this type of attack has proved (so far) to be very problematic, because we do not have effective methods to defend against this type of attack. Fundamentally speaking, we do not have an effective way for DNN to produce good output for all inputs. It is very difficult for them to do so, because DNN performs nonlinear/nonconvex optimization in a very large space, and we have not taught them to learn generalized high-level representations. You can read Ian and Nicolas's in-depth articles (http://www.cleverhans.io/security/privacy/ml/2017/02/15/why-attaching-machine-learning-is-easier-than-defending-it.html) to learn more about this.胡钧见她神情忽然落寞下来，顿时心里一沉，莫名抑郁悄悄蔓延。十年前，平海站派出所民警赵鹏程在执勤时遭遇持枪嫌疑人，开枪时“哑火”，关键时刻师傅徐雷挡在他面前击毙罪犯也中弹致残，这使赵鹏程在家庭和工作上背负上沉重的精神压力。十年后，平海所值班室发生了“走火”事故。当事民警刘长路顾及他人前途决定隐瞒不报，然目击“走火”的赵鹏程却深陷情与理的抉择中。“走火”事件被人举报，引发平海所的人际纠葛。办案时，赵鹏程和刘长路遭遇袭警，刘长路开枪警告时，一颗子弹误伤路人，造成意外“失火”，由此被告上法庭。案件引发警察用枪法律层面上的思考，律师迟玉和赵鹏程找到关键证据，洗清刘长路罪名，赵鹏程向刘长路坦承是他举报了“走火”，却遭到大家误解。当再次面对枪口，赵鹏程挡在刘长路面前秒杀罪犯，赵鹏程的“开火”打碎了当年“哑火”的精神枷锁，让大家理解了他举报“走火”的正确意义。黎章一边低头帮她掖被角，一边不在意道：有顾将军呢。为了打造千骑系统，天津垓指使亡去给灭亡迅雷站送密钥，与灭的接触以及天津垓对待属下的恶劣态度，让亡动摇不已。千骑诞生后，功不可破的亡却并没有得到好下场……\\"(7) Having engaged in at least 20 maintenance and testing activities of fire fighting facilities for industrial buildings and civil buildings with a single building area of more than 20,000 square meters equipped with automatic fire fighting facilities in the three years prior to the date of application;韩信将信将疑，不明白堂堂绍兴侯何以对自己这么客气，迟疑着在侧席坐下。